diff --git a/docs/404.html b/docs/404.html
index cb07c65d..bd75ee9e 100644
--- a/docs/404.html
+++ b/docs/404.html
@@ -71,7 +71,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -79,7 +79,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -96,7 +96,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/authors.html b/docs/authors.html
index aaa2933d..27d243a5 100644
--- a/docs/authors.html
+++ b/docs/authors.html
@@ -71,7 +71,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -79,7 +79,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -96,7 +96,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/index.html b/docs/index.html
index b512cb28..fcfd38ef 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -36,7 +36,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -44,7 +44,7 @@
       <ul class="nav navbar-nav">
 <li>
   <a href="index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -61,7 +61,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
@@ -104,10 +104,10 @@ <h1 class="hasAnchor">
 <div id="examples" class="section level1">
 <h1 class="hasAnchor">
 <a href="#examples" class="anchor"></a>Examples</h1>
-<div class="sourceCode" id="cb1"><pre class="downlit">
-  <span class="kw"><a href="https://rdrr.io/r/base/library.html">library</a></span><span class="op">(</span><span class="va"><a href="https://github.com/ohdsi/cyclops">Cyclops</a></span><span class="op">)</span>
+<div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
+<code class="sourceCode R">  <span class="kw"><a href="https://rdrr.io/r/base/library.html">library</a></span><span class="op">(</span><span class="va"><a href="https://github.com/ohdsi/cyclops">Cyclops</a></span><span class="op">)</span>
   <span class="va">cyclopsData</span> <span class="op">&lt;-</span> <span class="fu">createCyclopsDataFrame</span><span class="op">(</span><span class="va">formula</span><span class="op">)</span>
-  <span class="va">cyclopsFit</span> <span class="op">&lt;-</span> <span class="fu"><a href="reference/fitCyclopsModel.html">fitCyclopsModel</a></span><span class="op">(</span><span class="va">cyclopsData</span><span class="op">)</span></pre></div>
+  <span class="va">cyclopsFit</span> <span class="op">&lt;-</span> <span class="fu"><a href="reference/fitCyclopsModel.html">fitCyclopsModel</a></span><span class="op">(</span><span class="va">cyclopsData</span><span class="op">)</span></code></pre></div>
 </div>
 <div id="technology" class="section level1">
 <h1 class="hasAnchor">
@@ -123,12 +123,12 @@ <h1 class="hasAnchor">
 <h1 class="hasAnchor">
 <a href="#installation" class="anchor"></a>Installation</h1>
 <p>In R, to install the latest stable version, install from CRAN:</p>
-<div class="sourceCode" id="cb2"><pre class="downlit">
-<span class="fu"><a href="https://rdrr.io/r/utils/install.packages.html">install.packages</a></span><span class="op">(</span><span class="st">"Cyclops"</span><span class="op">)</span></pre></div>
+<div class="sourceCode" id="cb2"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span class="fu"><a href="https://rdrr.io/r/utils/install.packages.html">install.packages</a></span><span class="op">(</span><span class="st">"Cyclops"</span><span class="op">)</span></code></pre></div>
 <p>To install the latest development version, install from GitHub. Note that this will require RTools to be installed.</p>
-<div class="sourceCode" id="cb3"><pre class="downlit">
-<span class="fu"><a href="https://rdrr.io/r/utils/install.packages.html">install.packages</a></span><span class="op">(</span><span class="st">"devtools"</span><span class="op">)</span>
-<span class="fu">devtools</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/devtools/man/remote-reexports.html">install_github</a></span><span class="op">(</span><span class="st">"OHDSI/Cyclops"</span><span class="op">)</span></pre></div>
+<div class="sourceCode" id="cb3"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span class="fu"><a href="https://rdrr.io/r/utils/install.packages.html">install.packages</a></span><span class="op">(</span><span class="st">"devtools"</span><span class="op">)</span>
+<span class="fu">devtools</span><span class="fu">::</span><span class="fu"><a href="https://devtools.r-lib.org//reference/remote-reexports.html">install_github</a></span><span class="op">(</span><span class="st">"OHDSI/Cyclops"</span><span class="op">)</span></code></pre></div>
 </div>
 <div id="user-documentation" class="section level1">
 <h1 class="hasAnchor">
diff --git a/docs/news/index.html b/docs/news/index.html
index 2d9c5569..3f0bc1cf 100644
--- a/docs/news/index.html
+++ b/docs/news/index.html
@@ -71,7 +71,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -79,7 +79,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -96,7 +96,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
@@ -117,6 +117,24 @@ <h1 data-toc-skip>Changelog <small></small></h1>
       <small>Source: <a href='https://github.com/ohdsi/cyclops/blob/master/NEWS.md'><code>NEWS.md</code></a></small>
     </div>
 
+    <div id="cyclops-v312" class="section level1">
+<h1 class="page-header" data-toc-text="3.1.2">
+<a href="#cyclops-v312" class="anchor"></a>Cyclops v3.1.2<small> 2021-06-16 </small>
+</h1>
+<p>Changes:</p>
+<ol>
+<li>adaptive likelihood profiling when objective function is concave.</li>
+</ol>
+</div>
+    <div id="cyclops-v311" class="section level1">
+<h1 class="page-header" data-toc-text="3.1.1">
+<a href="#cyclops-v311" class="anchor"></a>Cyclops v3.1.1<small> 2021-03-23 </small>
+</h1>
+<p>Changes:</p>
+<ol>
+<li>specify new option <code>nocenter</code> in <code>survival</code> package when testing predicted hazard function</li>
+</ol>
+</div>
     <div id="cyclops-v310" class="section level1">
 <h1 class="page-header" data-toc-text="3.1.0">
 <a href="#cyclops-v310" class="anchor"></a>Cyclops v3.1.0<small> 2020-11-05 </small>
diff --git a/docs/pkgdown.yml b/docs/pkgdown.yml
index c5675517..59d17566 100644
--- a/docs/pkgdown.yml
+++ b/docs/pkgdown.yml
@@ -1,6 +1,6 @@
-pandoc: '2.11'
+pandoc: 2.7.3
 pkgdown: 1.6.1
 pkgdown_sha: ~
 articles: {}
-last_built: 2020-11-06T05:02Z
+last_built: 2021-06-17T13:30Z
 
diff --git a/docs/reference/Multitype.html b/docs/reference/Multitype.html
index 7cef7ade..b8b4b67c 100644
--- a/docs/reference/Multitype.html
+++ b/docs/reference/Multitype.html
@@ -73,7 +73,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -81,7 +81,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -98,7 +98,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/aconfint.html b/docs/reference/aconfint.html
index 5fd06472..fbb958fd 100644
--- a/docs/reference/aconfint.html
+++ b/docs/reference/aconfint.html
@@ -73,7 +73,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -81,7 +81,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -98,7 +98,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/appendSqlCyclopsData.html b/docs/reference/appendSqlCyclopsData.html
index a8695c10..6fd73d40 100644
--- a/docs/reference/appendSqlCyclopsData.html
+++ b/docs/reference/appendSqlCyclopsData.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/coef.cyclopsFit.html b/docs/reference/coef.cyclopsFit.html
index d74f21ec..db4428d2 100644
--- a/docs/reference/coef.cyclopsFit.html
+++ b/docs/reference/coef.cyclopsFit.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/confint.cyclopsFit.html b/docs/reference/confint.cyclopsFit.html
index 45e091a7..03191154 100644
--- a/docs/reference/confint.cyclopsFit.html
+++ b/docs/reference/confint.cyclopsFit.html
@@ -73,7 +73,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -81,7 +81,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -98,7 +98,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
@@ -191,104 +191,104 @@ <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examp
 <span class='co'>#Fit the model</span>
 <span class='va'>fit</span> <span class='op'>&lt;-</span> <span class='fu'><a href='fitCyclopsModel.html'>fitCyclopsModel</a></span><span class='op'>(</span><span class='va'>cyclopsData</span>,prior <span class='op'>=</span> <span class='va'>prior</span>, control <span class='op'>=</span> <span class='va'>control</span><span class='op'>)</span>  
 </div><div class='output co'>#&gt; Using cross-validation selector type byRow
-#&gt; Performing 10-fold cross-validation [seed = 1604638974] with data partitions of sizes 100 100 100 100 100 100 100 100 100 100
+#&gt; Performing 10-fold cross-validation [seed = 1623936644] with data partitions of sizes 100 100 100 100 100 100 100 100 100 100
 #&gt; Using 1 thread(s)
 #&gt; Starting var = 0.2555 (default)
-#&gt; Running at Laplace(2.79782) None  Grid-point #1 at 0.2555 	Fold #1 Rep #1 pred log like = 314.217
-#&gt; Running at Laplace(2.79782) None  Grid-point #1 at 0.2555 	Fold #2 Rep #1 pred log like = 413.289
-#&gt; Running at Laplace(2.79782) None  Grid-point #1 at 0.2555 	Fold #3 Rep #1 pred log like = 371.192
-#&gt; Running at Laplace(2.79782) None  Grid-point #1 at 0.2555 	Fold #4 Rep #1 pred log like = 342.453
-#&gt; Running at Laplace(2.79782) None  Grid-point #1 at 0.2555 	Fold #5 Rep #1 pred log like = 414.785
-#&gt; Running at Laplace(2.79782) None  Grid-point #1 at 0.2555 	Fold #6 Rep #1 pred log like = 382.227
-#&gt; Running at Laplace(2.79782) None  Grid-point #1 at 0.2555 	Fold #7 Rep #1 pred log like = 445.738
-#&gt; Running at Laplace(2.79782) None  Grid-point #1 at 0.2555 	Fold #8 Rep #1 pred log like = 259.924
-#&gt; Running at Laplace(2.79782) None  Grid-point #1 at 0.2555 	Fold #9 Rep #1 pred log like = 406.199
-#&gt; Running at Laplace(2.79782) None  Grid-point #1 at 0.2555 	Fold #10 Rep #1 pred log like = 320.495
-#&gt; AvgPred = 367.052 with stdev = 54.2479
+#&gt; Running at Laplace(2.79782) None  Grid-point #1 at 0.2555 	Fold #1 Rep #1 pred log like = 375.98
+#&gt; Running at Laplace(2.79782) None  Grid-point #1 at 0.2555 	Fold #2 Rep #1 pred log like = 358.921
+#&gt; Running at Laplace(2.79782) None  Grid-point #1 at 0.2555 	Fold #3 Rep #1 pred log like = 402.461
+#&gt; Running at Laplace(2.79782) None  Grid-point #1 at 0.2555 	Fold #4 Rep #1 pred log like = 224.91
+#&gt; Running at Laplace(2.79782) None  Grid-point #1 at 0.2555 	Fold #5 Rep #1 pred log like = 416.062
+#&gt; Running at Laplace(2.79782) None  Grid-point #1 at 0.2555 	Fold #6 Rep #1 pred log like = 381.177
+#&gt; Running at Laplace(2.79782) None  Grid-point #1 at 0.2555 	Fold #7 Rep #1 pred log like = 410.934
+#&gt; Running at Laplace(2.79782) None  Grid-point #1 at 0.2555 	Fold #8 Rep #1 pred log like = 363.449
+#&gt; Running at Laplace(2.79782) None  Grid-point #1 at 0.2555 	Fold #9 Rep #1 pred log like = 380.333
+#&gt; Running at Laplace(2.79782) None  Grid-point #1 at 0.2555 	Fold #10 Rep #1 pred log like = 355.956
+#&gt; AvgPred = 367.018 with stdev = 51.4233
 #&gt; Completed at 0.2555
 #&gt; Next point at 2.555 with value 0 and continue = 1
-#&gt; search[ 0.2555 ] = 367.052(54.2479)
+#&gt; search[ 0.2555 ] = 367.018(51.4233)
 #&gt; 
-#&gt; Running at Laplace(0.884748) None  Grid-point #2 at 2.555 	Fold #1 Rep #1 pred log like = 314.2
-#&gt; Running at Laplace(0.884748) None  Grid-point #2 at 2.555 	Fold #2 Rep #1 pred log like = 413.234
-#&gt; Running at Laplace(0.884748) None  Grid-point #2 at 2.555 	Fold #3 Rep #1 pred log like = 371.208
-#&gt; Running at Laplace(0.884748) None  Grid-point #2 at 2.555 	Fold #4 Rep #1 pred log like = 342.401
-#&gt; Running at Laplace(0.884748) None  Grid-point #2 at 2.555 	Fold #5 Rep #1 pred log like = 414.774
-#&gt; Running at Laplace(0.884748) None  Grid-point #2 at 2.555 	Fold #6 Rep #1 pred log like = 382.185
-#&gt; Running at Laplace(0.884748) None  Grid-point #2 at 2.555 	Fold #7 Rep #1 pred log like = 445.741
-#&gt; Running at Laplace(0.884748) None  Grid-point #2 at 2.555 	Fold #8 Rep #1 pred log like = 259.866
-#&gt; Running at Laplace(0.884748) None  Grid-point #2 at 2.555 	Fold #9 Rep #1 pred log like = 406.123
-#&gt; Running at Laplace(0.884748) None  Grid-point #2 at 2.555 	Fold #10 Rep #1 pred log like = 320.467
-#&gt; AvgPred = 367.02 with stdev = 54.254
+#&gt; Running at Laplace(0.884748) None  Grid-point #2 at 2.555 	Fold #1 Rep #1 pred log like = 375.99
+#&gt; Running at Laplace(0.884748) None  Grid-point #2 at 2.555 	Fold #2 Rep #1 pred log like = 358.892
+#&gt; Running at Laplace(0.884748) None  Grid-point #2 at 2.555 	Fold #3 Rep #1 pred log like = 402.439
+#&gt; Running at Laplace(0.884748) None  Grid-point #2 at 2.555 	Fold #4 Rep #1 pred log like = 224.885
+#&gt; Running at Laplace(0.884748) None  Grid-point #2 at 2.555 	Fold #5 Rep #1 pred log like = 416.043
+#&gt; Running at Laplace(0.884748) None  Grid-point #2 at 2.555 	Fold #6 Rep #1 pred log like = 381.179
+#&gt; Running at Laplace(0.884748) None  Grid-point #2 at 2.555 	Fold #7 Rep #1 pred log like = 410.904
+#&gt; Running at Laplace(0.884748) None  Grid-point #2 at 2.555 	Fold #8 Rep #1 pred log like = 363.425
+#&gt; Running at Laplace(0.884748) None  Grid-point #2 at 2.555 	Fold #9 Rep #1 pred log like = 380.301
+#&gt; Running at Laplace(0.884748) None  Grid-point #2 at 2.555 	Fold #10 Rep #1 pred log like = 355.924
+#&gt; AvgPred = 366.998 with stdev = 51.4251
 #&gt; Completed at 2.555
 #&gt; Next point at 0.02555 with value 0 and continue = 1
-#&gt; search[ 0.2555 ] = 367.052(54.2479)
-#&gt; search[ 2.555 ] = 367.02(54.254)
+#&gt; search[ 0.2555 ] = 367.018(51.4233)
+#&gt; search[ 2.555 ] = 366.998(51.4251)
 #&gt; 
-#&gt; Running at Laplace(8.84748) None  Grid-point #3 at 0.02555 	Fold #1 Rep #1 pred log like = 314.255
-#&gt; Running at Laplace(8.84748) None  Grid-point #3 at 0.02555 	Fold #2 Rep #1 pred log like = 413.456
-#&gt; Running at Laplace(8.84748) None  Grid-point #3 at 0.02555 	Fold #3 Rep #1 pred log like = 371.185
-#&gt; Running at Laplace(8.84748) None  Grid-point #3 at 0.02555 	Fold #4 Rep #1 pred log like = 342.572
-#&gt; Running at Laplace(8.84748) None  Grid-point #3 at 0.02555 	Fold #5 Rep #1 pred log like = 414.827
-#&gt; Running at Laplace(8.84748) None  Grid-point #3 at 0.02555 	Fold #6 Rep #1 pred log like = 382.355
-#&gt; Running at Laplace(8.84748) None  Grid-point #3 at 0.02555 	Fold #7 Rep #1 pred log like = 445.766
-#&gt; Running at Laplace(8.84748) None  Grid-point #3 at 0.02555 	Fold #8 Rep #1 pred log like = 259.973
-#&gt; Running at Laplace(8.84748) None  Grid-point #3 at 0.02555 	Fold #9 Rep #1 pred log like = 406.36
-#&gt; Running at Laplace(8.84748) None  Grid-point #3 at 0.02555 	Fold #10 Rep #1 pred log like = 320.579
-#&gt; AvgPred = 367.133 with stdev = 54.2589
+#&gt; Running at Laplace(8.84748) None  Grid-point #3 at 0.02555 	Fold #1 Rep #1 pred log like = 375.97
+#&gt; Running at Laplace(8.84748) None  Grid-point #3 at 0.02555 	Fold #2 Rep #1 pred log like = 358.995
+#&gt; Running at Laplace(8.84748) None  Grid-point #3 at 0.02555 	Fold #3 Rep #1 pred log like = 402.483
+#&gt; Running at Laplace(8.84748) None  Grid-point #3 at 0.02555 	Fold #4 Rep #1 pred log like = 224.985
+#&gt; Running at Laplace(8.84748) None  Grid-point #3 at 0.02555 	Fold #5 Rep #1 pred log like = 416.12
+#&gt; Running at Laplace(8.84748) None  Grid-point #3 at 0.02555 	Fold #6 Rep #1 pred log like = 381.169
+#&gt; Running at Laplace(8.84748) None  Grid-point #3 at 0.02555 	Fold #7 Rep #1 pred log like = 411.069
+#&gt; Running at Laplace(8.84748) None  Grid-point #3 at 0.02555 	Fold #8 Rep #1 pred log like = 363.513
+#&gt; Running at Laplace(8.84748) None  Grid-point #3 at 0.02555 	Fold #9 Rep #1 pred log like = 380.385
+#&gt; Running at Laplace(8.84748) None  Grid-point #3 at 0.02555 	Fold #10 Rep #1 pred log like = 356.053
+#&gt; AvgPred = 367.074 with stdev = 51.4186
 #&gt; Completed at 0.02555
 #&gt; Next point at 0.002555 with value 0 and continue = 1
-#&gt; search[ 0.02555 ] = 367.133(54.2589)
-#&gt; search[ 0.2555 ] = 367.052(54.2479)
-#&gt; search[ 2.555 ] = 367.02(54.254)
+#&gt; search[ 0.02555 ] = 367.074(51.4186)
+#&gt; search[ 0.2555 ] = 367.018(51.4233)
+#&gt; search[ 2.555 ] = 366.998(51.4251)
 #&gt; 
-#&gt; Running at Laplace(27.9782) None  Grid-point #4 at 0.002555 	Fold #1 Rep #1 pred log like = 314.255
-#&gt; Running at Laplace(27.9782) None  Grid-point #4 at 0.002555 	Fold #2 Rep #1 pred log like = 413.608
-#&gt; Running at Laplace(27.9782) None  Grid-point #4 at 0.002555 	Fold #3 Rep #1 pred log like = 371.185
-#&gt; Running at Laplace(27.9782) None  Grid-point #4 at 0.002555 	Fold #4 Rep #1 pred log like = 342.729
-#&gt; Running at Laplace(27.9782) None  Grid-point #4 at 0.002555 	Fold #5 Rep #1 pred log like = 414.845
-#&gt; Running at Laplace(27.9782) None  Grid-point #4 at 0.002555 	Fold #6 Rep #1 pred log like = 382.639
-#&gt; Running at Laplace(27.9782) None  Grid-point #4 at 0.002555 	Fold #7 Rep #1 pred log like = 445.766
-#&gt; Running at Laplace(27.9782) None  Grid-point #4 at 0.002555 	Fold #8 Rep #1 pred log like = 259.973
-#&gt; Running at Laplace(27.9782) None  Grid-point #4 at 0.002555 	Fold #9 Rep #1 pred log like = 406.639
-#&gt; Running at Laplace(27.9782) None  Grid-point #4 at 0.002555 	Fold #10 Rep #1 pred log like = 320.703
-#&gt; AvgPred = 367.234 with stdev = 54.2841
+#&gt; Running at Laplace(27.9782) None  Grid-point #4 at 0.002555 	Fold #1 Rep #1 pred log like = 375.97
+#&gt; Running at Laplace(27.9782) None  Grid-point #4 at 0.002555 	Fold #2 Rep #1 pred log like = 359.05
+#&gt; Running at Laplace(27.9782) None  Grid-point #4 at 0.002555 	Fold #3 Rep #1 pred log like = 402.485
+#&gt; Running at Laplace(27.9782) None  Grid-point #4 at 0.002555 	Fold #4 Rep #1 pred log like = 225.084
+#&gt; Running at Laplace(27.9782) None  Grid-point #4 at 0.002555 	Fold #5 Rep #1 pred log like = 416.178
+#&gt; Running at Laplace(27.9782) None  Grid-point #4 at 0.002555 	Fold #6 Rep #1 pred log like = 381.169
+#&gt; Running at Laplace(27.9782) None  Grid-point #4 at 0.002555 	Fold #7 Rep #1 pred log like = 411.373
+#&gt; Running at Laplace(27.9782) None  Grid-point #4 at 0.002555 	Fold #8 Rep #1 pred log like = 363.543
+#&gt; Running at Laplace(27.9782) None  Grid-point #4 at 0.002555 	Fold #9 Rep #1 pred log like = 380.399
+#&gt; Running at Laplace(27.9782) None  Grid-point #4 at 0.002555 	Fold #10 Rep #1 pred log like = 356.206
+#&gt; AvgPred = 367.146 with stdev = 51.4189
 #&gt; Completed at 0.002555
 #&gt; Next point at 0.0002555 with value 0 and continue = 1
-#&gt; search[ 0.002555 ] = 367.234(54.2841)
-#&gt; search[ 0.02555 ] = 367.133(54.2589)
-#&gt; search[ 0.2555 ] = 367.052(54.2479)
-#&gt; search[ 2.555 ] = 367.02(54.254)
+#&gt; search[ 0.002555 ] = 367.146(51.4189)
+#&gt; search[ 0.02555 ] = 367.074(51.4186)
+#&gt; search[ 0.2555 ] = 367.018(51.4233)
+#&gt; search[ 2.555 ] = 366.998(51.4251)
 #&gt; 
-#&gt; Running at Laplace(88.4748) None  Grid-point #5 at 0.0002555 	Fold #1 Rep #1 pred log like = 314.255
-#&gt; Running at Laplace(88.4748) None  Grid-point #5 at 0.0002555 	Fold #2 Rep #1 pred log like = 413.608
-#&gt; Running at Laplace(88.4748) None  Grid-point #5 at 0.0002555 	Fold #3 Rep #1 pred log like = 371.185
-#&gt; Running at Laplace(88.4748) None  Grid-point #5 at 0.0002555 	Fold #4 Rep #1 pred log like = 342.729
-#&gt; Running at Laplace(88.4748) None  Grid-point #5 at 0.0002555 	Fold #5 Rep #1 pred log like = 414.845
-#&gt; Running at Laplace(88.4748) None  Grid-point #5 at 0.0002555 	Fold #6 Rep #1 pred log like = 382.639
-#&gt; Running at Laplace(88.4748) None  Grid-point #5 at 0.0002555 	Fold #7 Rep #1 pred log like = 445.766
-#&gt; Running at Laplace(88.4748) None  Grid-point #5 at 0.0002555 	Fold #8 Rep #1 pred log like = 259.973
-#&gt; Running at Laplace(88.4748) None  Grid-point #5 at 0.0002555 	Fold #9 Rep #1 pred log like = 406.639
-#&gt; Running at Laplace(88.4748) None  Grid-point #5 at 0.0002555 	Fold #10 Rep #1 pred log like = 320.703
-#&gt; AvgPred = 367.234 with stdev = 54.2841
+#&gt; Running at Laplace(88.4748) None  Grid-point #5 at 0.0002555 	Fold #1 Rep #1 pred log like = 375.97
+#&gt; Running at Laplace(88.4748) None  Grid-point #5 at 0.0002555 	Fold #2 Rep #1 pred log like = 359.05
+#&gt; Running at Laplace(88.4748) None  Grid-point #5 at 0.0002555 	Fold #3 Rep #1 pred log like = 402.485
+#&gt; Running at Laplace(88.4748) None  Grid-point #5 at 0.0002555 	Fold #4 Rep #1 pred log like = 225.084
+#&gt; Running at Laplace(88.4748) None  Grid-point #5 at 0.0002555 	Fold #5 Rep #1 pred log like = 416.178
+#&gt; Running at Laplace(88.4748) None  Grid-point #5 at 0.0002555 	Fold #6 Rep #1 pred log like = 381.169
+#&gt; Running at Laplace(88.4748) None  Grid-point #5 at 0.0002555 	Fold #7 Rep #1 pred log like = 411.373
+#&gt; Running at Laplace(88.4748) None  Grid-point #5 at 0.0002555 	Fold #8 Rep #1 pred log like = 363.543
+#&gt; Running at Laplace(88.4748) None  Grid-point #5 at 0.0002555 	Fold #9 Rep #1 pred log like = 380.399
+#&gt; Running at Laplace(88.4748) None  Grid-point #5 at 0.0002555 	Fold #10 Rep #1 pred log like = 356.206
+#&gt; AvgPred = 367.146 with stdev = 51.4189
 #&gt; Completed at 0.0002555
-#&gt; Next point at 3.2326e-12 with value 367.443 and continue = 0
-#&gt; search[ 0.0002555 ] = 367.234(54.2841)
-#&gt; search[ 0.002555 ] = 367.234(54.2841)
-#&gt; search[ 0.02555 ] = 367.133(54.2589)
-#&gt; search[ 0.2555 ] = 367.052(54.2479)
-#&gt; search[ 2.555 ] = 367.02(54.254)
+#&gt; Next point at 2.16648e-14 with value 367.335 and continue = 0
+#&gt; search[ 0.0002555 ] = 367.146(51.4189)
+#&gt; search[ 0.002555 ] = 367.146(51.4189)
+#&gt; search[ 0.02555 ] = 367.074(51.4186)
+#&gt; search[ 0.2555 ] = 367.018(51.4233)
+#&gt; search[ 2.555 ] = 366.998(51.4251)
 #&gt; 
 #&gt; 
-#&gt; Maximum predicted log likelihood (367.443) estimated at:
-#&gt; 	3.2326e-12 (variance)
-#&gt; 	786573 (lambda)
+#&gt; Maximum predicted log likelihood (367.335) estimated at:
+#&gt; 	2.16648e-14 (variance)
+#&gt; 	9.6081e+06 (lambda)
 #&gt; 
 #&gt; Fitting model at optimal hyperparameter
-#&gt; Using prior: Laplace(786573) None </div><div class='input'>
+#&gt; Using prior: Laplace(9.6081e+06) None </div><div class='input'>
 <span class='co'>#Find out what the optimal hyperparameter was:</span>
 <span class='fu'><a href='getHyperParameter.html'>getHyperParameter</a></span><span class='op'>(</span><span class='va'>fit</span><span class='op'>)</span>
-</div><div class='output co'>#&gt; [1] 3.232599e-12</div><div class='input'>
+</div><div class='output co'>#&gt; [1] 2.166483e-14</div><div class='input'>
 <span class='co'>#Extract the current log-likelihood, and coefficients</span>
 <span class='fu'><a href='https://rdrr.io/r/stats/logLik.html'>logLik</a></span><span class='op'>(</span><span class='va'>fit</span><span class='op'>)</span>
 </div><div class='output co'>#&gt; 'log Lik.' -1973.343 (df=3)</div><div class='input'><span class='fu'><a href='https://rdrr.io/r/stats/coef.html'>coef</a></span><span class='op'>(</span><span class='va'>fit</span><span class='op'>)</span>
diff --git a/docs/reference/convertToCyclopsData.html b/docs/reference/convertToCyclopsData.html
index 67cd1f7f..a9d7f04e 100644
--- a/docs/reference/convertToCyclopsData.html
+++ b/docs/reference/convertToCyclopsData.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/convertToCyclopsVariance.html b/docs/reference/convertToCyclopsVariance.html
index 45a82523..d2e17bce 100644
--- a/docs/reference/convertToCyclopsVariance.html
+++ b/docs/reference/convertToCyclopsVariance.html
@@ -73,7 +73,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -81,7 +81,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -98,7 +98,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/convertToGlmnetLambda.html b/docs/reference/convertToGlmnetLambda.html
index 47b3cd68..3ec749d8 100644
--- a/docs/reference/convertToGlmnetLambda.html
+++ b/docs/reference/convertToGlmnetLambda.html
@@ -73,7 +73,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -81,7 +81,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -98,7 +98,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/coverage.html b/docs/reference/coverage.html
index 2b5c0601..03373c59 100644
--- a/docs/reference/coverage.html
+++ b/docs/reference/coverage.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/createAutoGridCrossValidationControl.html b/docs/reference/createAutoGridCrossValidationControl.html
index 3b86fe17..f95009f9 100644
--- a/docs/reference/createAutoGridCrossValidationControl.html
+++ b/docs/reference/createAutoGridCrossValidationControl.html
@@ -74,7 +74,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -82,7 +82,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -99,7 +99,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/createControl.html b/docs/reference/createControl.html
index 14b436ea..d01aaf31 100644
--- a/docs/reference/createControl.html
+++ b/docs/reference/createControl.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
@@ -262,124 +262,124 @@ <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examp
 <span class='co'>#Fit the model</span>
 <span class='va'>fit</span> <span class='op'>&lt;-</span> <span class='fu'><a href='fitCyclopsModel.html'>fitCyclopsModel</a></span><span class='op'>(</span><span class='va'>cyclopsData</span>,prior <span class='op'>=</span> <span class='va'>prior</span>, control <span class='op'>=</span> <span class='va'>control</span><span class='op'>)</span>  
 </div><div class='output co'>#&gt; Using cross-validation selector type byRow
-#&gt; Performing 10-fold cross-validation [seed = 1604638976] with data partitions of sizes 100 100 100 100 100 100 100 100 100 100
+#&gt; Performing 10-fold cross-validation [seed = 1623936644] with data partitions of sizes 100 100 100 100 100 100 100 100 100 100
 #&gt; Using 1 thread(s)
 #&gt; Starting var = 0.248 (default)
-#&gt; Running at Laplace(2.83981) None  Grid-point #1 at 0.248 	Fold #1 Rep #1 pred log like = 380.425
-#&gt; Running at Laplace(2.83981) None  Grid-point #1 at 0.248 	Fold #2 Rep #1 pred log like = 443.495
-#&gt; Running at Laplace(2.83981) None  Grid-point #1 at 0.248 	Fold #3 Rep #1 pred log like = 532.939
-#&gt; Running at Laplace(2.83981) None  Grid-point #1 at 0.248 	Fold #4 Rep #1 pred log like = 539.865
-#&gt; Running at Laplace(2.83981) None  Grid-point #1 at 0.248 	Fold #5 Rep #1 pred log like = 614.918
-#&gt; Running at Laplace(2.83981) None  Grid-point #1 at 0.248 	Fold #6 Rep #1 pred log like = 445.159
-#&gt; Running at Laplace(2.83981) None  Grid-point #1 at 0.248 	Fold #7 Rep #1 pred log like = 464.306
-#&gt; Running at Laplace(2.83981) None  Grid-point #1 at 0.248 	Fold #8 Rep #1 pred log like = 432.631
-#&gt; Running at Laplace(2.83981) None  Grid-point #1 at 0.248 	Fold #9 Rep #1 pred log like = 503.361
-#&gt; Running at Laplace(2.83981) None  Grid-point #1 at 0.248 	Fold #10 Rep #1 pred log like = 366.59
-#&gt; AvgPred = 472.369 with stdev = 72.3644
+#&gt; Running at Laplace(2.83981) None  Grid-point #1 at 0.248 	Fold #1 Rep #1 pred log like = 482.873
+#&gt; Running at Laplace(2.83981) None  Grid-point #1 at 0.248 	Fold #2 Rep #1 pred log like = 582.911
+#&gt; Running at Laplace(2.83981) None  Grid-point #1 at 0.248 	Fold #3 Rep #1 pred log like = 465.503
+#&gt; Running at Laplace(2.83981) None  Grid-point #1 at 0.248 	Fold #4 Rep #1 pred log like = 383.186
+#&gt; Running at Laplace(2.83981) None  Grid-point #1 at 0.248 	Fold #5 Rep #1 pred log like = 481.628
+#&gt; Running at Laplace(2.83981) None  Grid-point #1 at 0.248 	Fold #6 Rep #1 pred log like = 466.766
+#&gt; Running at Laplace(2.83981) None  Grid-point #1 at 0.248 	Fold #7 Rep #1 pred log like = 495.382
+#&gt; Running at Laplace(2.83981) None  Grid-point #1 at 0.248 	Fold #8 Rep #1 pred log like = 439.733
+#&gt; Running at Laplace(2.83981) None  Grid-point #1 at 0.248 	Fold #9 Rep #1 pred log like = 472.325
+#&gt; Running at Laplace(2.83981) None  Grid-point #1 at 0.248 	Fold #10 Rep #1 pred log like = 454.301
+#&gt; AvgPred = 472.461 with stdev = 47.2957
 #&gt; Completed at 0.248
 #&gt; Next point at 2.48 with value 0 and continue = 1
-#&gt; search[ 0.248 ] = 472.369(72.3644)
+#&gt; search[ 0.248 ] = 472.461(47.2957)
 #&gt; 
-#&gt; Running at Laplace(0.898027) None  Grid-point #2 at 2.48 	Fold #1 Rep #1 pred log like = 380.438
-#&gt; Running at Laplace(0.898027) None  Grid-point #2 at 2.48 	Fold #2 Rep #1 pred log like = 443.499
-#&gt; Running at Laplace(0.898027) None  Grid-point #2 at 2.48 	Fold #3 Rep #1 pred log like = 532.897
-#&gt; Running at Laplace(0.898027) None  Grid-point #2 at 2.48 	Fold #4 Rep #1 pred log like = 539.811
-#&gt; Running at Laplace(0.898027) None  Grid-point #2 at 2.48 	Fold #5 Rep #1 pred log like = 614.929
-#&gt; Running at Laplace(0.898027) None  Grid-point #2 at 2.48 	Fold #6 Rep #1 pred log like = 445.128
-#&gt; Running at Laplace(0.898027) None  Grid-point #2 at 2.48 	Fold #7 Rep #1 pred log like = 464.308
-#&gt; Running at Laplace(0.898027) None  Grid-point #2 at 2.48 	Fold #8 Rep #1 pred log like = 432.602
-#&gt; Running at Laplace(0.898027) None  Grid-point #2 at 2.48 	Fold #9 Rep #1 pred log like = 503.355
-#&gt; Running at Laplace(0.898027) None  Grid-point #2 at 2.48 	Fold #10 Rep #1 pred log like = 366.587
-#&gt; AvgPred = 472.356 with stdev = 72.3594
+#&gt; Running at Laplace(0.898027) None  Grid-point #2 at 2.48 	Fold #1 Rep #1 pred log like = 482.828
+#&gt; Running at Laplace(0.898027) None  Grid-point #2 at 2.48 	Fold #2 Rep #1 pred log like = 582.903
+#&gt; Running at Laplace(0.898027) None  Grid-point #2 at 2.48 	Fold #3 Rep #1 pred log like = 465.476
+#&gt; Running at Laplace(0.898027) None  Grid-point #2 at 2.48 	Fold #4 Rep #1 pred log like = 383.118
+#&gt; Running at Laplace(0.898027) None  Grid-point #2 at 2.48 	Fold #5 Rep #1 pred log like = 481.674
+#&gt; Running at Laplace(0.898027) None  Grid-point #2 at 2.48 	Fold #6 Rep #1 pred log like = 466.739
+#&gt; Running at Laplace(0.898027) None  Grid-point #2 at 2.48 	Fold #7 Rep #1 pred log like = 495.382
+#&gt; Running at Laplace(0.898027) None  Grid-point #2 at 2.48 	Fold #8 Rep #1 pred log like = 439.76
+#&gt; Running at Laplace(0.898027) None  Grid-point #2 at 2.48 	Fold #9 Rep #1 pred log like = 472.319
+#&gt; Running at Laplace(0.898027) None  Grid-point #2 at 2.48 	Fold #10 Rep #1 pred log like = 454.298
+#&gt; AvgPred = 472.45 with stdev = 47.3054
 #&gt; Completed at 2.48
 #&gt; Next point at 0.0248 with value 0 and continue = 1
-#&gt; search[ 0.248 ] = 472.369(72.3644)
-#&gt; search[ 2.48 ] = 472.356(72.3594)
+#&gt; search[ 0.248 ] = 472.461(47.2957)
+#&gt; search[ 2.48 ] = 472.45(47.3054)
 #&gt; 
-#&gt; Running at Laplace(8.98027) None  Grid-point #3 at 0.0248 	Fold #1 Rep #1 pred log like = 380.307
-#&gt; Running at Laplace(8.98027) None  Grid-point #3 at 0.0248 	Fold #2 Rep #1 pred log like = 443.48
-#&gt; Running at Laplace(8.98027) None  Grid-point #3 at 0.0248 	Fold #3 Rep #1 pred log like = 533.011
-#&gt; Running at Laplace(8.98027) None  Grid-point #3 at 0.0248 	Fold #4 Rep #1 pred log like = 540.025
-#&gt; Running at Laplace(8.98027) None  Grid-point #3 at 0.0248 	Fold #5 Rep #1 pred log like = 614.806
-#&gt; Running at Laplace(8.98027) None  Grid-point #3 at 0.0248 	Fold #6 Rep #1 pred log like = 445.251
-#&gt; Running at Laplace(8.98027) None  Grid-point #3 at 0.0248 	Fold #7 Rep #1 pred log like = 464.311
-#&gt; Running at Laplace(8.98027) None  Grid-point #3 at 0.0248 	Fold #8 Rep #1 pred log like = 432.745
-#&gt; Running at Laplace(8.98027) None  Grid-point #3 at 0.0248 	Fold #9 Rep #1 pred log like = 503.375
-#&gt; Running at Laplace(8.98027) None  Grid-point #3 at 0.0248 	Fold #10 Rep #1 pred log like = 366.597
-#&gt; AvgPred = 472.391 with stdev = 72.3688
+#&gt; Running at Laplace(8.98027) None  Grid-point #3 at 0.0248 	Fold #1 Rep #1 pred log like = 483.009
+#&gt; Running at Laplace(8.98027) None  Grid-point #3 at 0.0248 	Fold #2 Rep #1 pred log like = 582.96
+#&gt; Running at Laplace(8.98027) None  Grid-point #3 at 0.0248 	Fold #3 Rep #1 pred log like = 465.584
+#&gt; Running at Laplace(8.98027) None  Grid-point #3 at 0.0248 	Fold #4 Rep #1 pred log like = 383.357
+#&gt; Running at Laplace(8.98027) None  Grid-point #3 at 0.0248 	Fold #5 Rep #1 pred log like = 481.397
+#&gt; Running at Laplace(8.98027) None  Grid-point #3 at 0.0248 	Fold #6 Rep #1 pred log like = 466.848
+#&gt; Running at Laplace(8.98027) None  Grid-point #3 at 0.0248 	Fold #7 Rep #1 pred log like = 495.378
+#&gt; Running at Laplace(8.98027) None  Grid-point #3 at 0.0248 	Fold #8 Rep #1 pred log like = 439.667
+#&gt; Running at Laplace(8.98027) None  Grid-point #3 at 0.0248 	Fold #9 Rep #1 pred log like = 472.339
+#&gt; Running at Laplace(8.98027) None  Grid-point #3 at 0.0248 	Fold #10 Rep #1 pred log like = 454.307
+#&gt; AvgPred = 472.485 with stdev = 47.2754
 #&gt; Completed at 0.0248
 #&gt; Next point at 0.00248 with value 0 and continue = 1
-#&gt; search[ 0.0248 ] = 472.391(72.3688)
-#&gt; search[ 0.248 ] = 472.369(72.3644)
-#&gt; search[ 2.48 ] = 472.356(72.3594)
+#&gt; search[ 0.0248 ] = 472.485(47.2754)
+#&gt; search[ 0.248 ] = 472.461(47.2957)
+#&gt; search[ 2.48 ] = 472.45(47.3054)
 #&gt; 
-#&gt; Running at Laplace(28.3981) None  Grid-point #4 at 0.00248 	Fold #1 Rep #1 pred log like = 379.821
-#&gt; Running at Laplace(28.3981) None  Grid-point #4 at 0.00248 	Fold #2 Rep #1 pred log like = 443.423
-#&gt; Running at Laplace(28.3981) None  Grid-point #4 at 0.00248 	Fold #3 Rep #1 pred log like = 533.208
-#&gt; Running at Laplace(28.3981) None  Grid-point #4 at 0.00248 	Fold #4 Rep #1 pred log like = 540.45
-#&gt; Running at Laplace(28.3981) None  Grid-point #4 at 0.00248 	Fold #5 Rep #1 pred log like = 614.424
-#&gt; Running at Laplace(28.3981) None  Grid-point #4 at 0.00248 	Fold #6 Rep #1 pred log like = 445.486
-#&gt; Running at Laplace(28.3981) None  Grid-point #4 at 0.00248 	Fold #7 Rep #1 pred log like = 464.303
-#&gt; Running at Laplace(28.3981) None  Grid-point #4 at 0.00248 	Fold #8 Rep #1 pred log like = 433.094
-#&gt; Running at Laplace(28.3981) None  Grid-point #4 at 0.00248 	Fold #9 Rep #1 pred log like = 503.29
-#&gt; Running at Laplace(28.3981) None  Grid-point #4 at 0.00248 	Fold #10 Rep #1 pred log like = 366.502
-#&gt; AvgPred = 472.4 with stdev = 72.397
+#&gt; Running at Laplace(28.3981) None  Grid-point #4 at 0.00248 	Fold #1 Rep #1 pred log like = 483.332
+#&gt; Running at Laplace(28.3981) None  Grid-point #4 at 0.00248 	Fold #2 Rep #1 pred log like = 583.077
+#&gt; Running at Laplace(28.3981) None  Grid-point #4 at 0.00248 	Fold #3 Rep #1 pred log like = 465.746
+#&gt; Running at Laplace(28.3981) None  Grid-point #4 at 0.00248 	Fold #4 Rep #1 pred log like = 383.597
+#&gt; Running at Laplace(28.3981) None  Grid-point #4 at 0.00248 	Fold #5 Rep #1 pred log like = 480.818
+#&gt; Running at Laplace(28.3981) None  Grid-point #4 at 0.00248 	Fold #6 Rep #1 pred log like = 467.006
+#&gt; Running at Laplace(28.3981) None  Grid-point #4 at 0.00248 	Fold #7 Rep #1 pred log like = 495.33
+#&gt; Running at Laplace(28.3981) None  Grid-point #4 at 0.00248 	Fold #8 Rep #1 pred log like = 439.433
+#&gt; Running at Laplace(28.3981) None  Grid-point #4 at 0.00248 	Fold #9 Rep #1 pred log like = 472.295
+#&gt; Running at Laplace(28.3981) None  Grid-point #4 at 0.00248 	Fold #10 Rep #1 pred log like = 454.266
+#&gt; AvgPred = 472.49 with stdev = 47.2658
 #&gt; Completed at 0.00248
 #&gt; Next point at 0.000248 with value 0 and continue = 1
-#&gt; search[ 0.00248 ] = 472.4(72.397)
-#&gt; search[ 0.0248 ] = 472.391(72.3688)
-#&gt; search[ 0.248 ] = 472.369(72.3644)
-#&gt; search[ 2.48 ] = 472.356(72.3594)
+#&gt; search[ 0.00248 ] = 472.49(47.2658)
+#&gt; search[ 0.0248 ] = 472.485(47.2754)
+#&gt; search[ 0.248 ] = 472.461(47.2957)
+#&gt; search[ 2.48 ] = 472.45(47.3054)
 #&gt; 
-#&gt; Running at Laplace(89.8027) None  Grid-point #5 at 0.000248 	Fold #1 Rep #1 pred log like = 379.632
-#&gt; Running at Laplace(89.8027) None  Grid-point #5 at 0.000248 	Fold #2 Rep #1 pred log like = 443.287
-#&gt; Running at Laplace(89.8027) None  Grid-point #5 at 0.000248 	Fold #3 Rep #1 pred log like = 533.459
-#&gt; Running at Laplace(89.8027) None  Grid-point #5 at 0.000248 	Fold #4 Rep #1 pred log like = 541.143
-#&gt; Running at Laplace(89.8027) None  Grid-point #5 at 0.000248 	Fold #5 Rep #1 pred log like = 614.167
-#&gt; Running at Laplace(89.8027) None  Grid-point #5 at 0.000248 	Fold #6 Rep #1 pred log like = 445.322
-#&gt; Running at Laplace(89.8027) None  Grid-point #5 at 0.000248 	Fold #7 Rep #1 pred log like = 464.2
-#&gt; Running at Laplace(89.8027) None  Grid-point #5 at 0.000248 	Fold #8 Rep #1 pred log like = 433.781
-#&gt; Running at Laplace(89.8027) None  Grid-point #5 at 0.000248 	Fold #9 Rep #1 pred log like = 503.079
-#&gt; Running at Laplace(89.8027) None  Grid-point #5 at 0.000248 	Fold #10 Rep #1 pred log like = 366.266
-#&gt; AvgPred = 472.434 with stdev = 72.4588
+#&gt; Running at Laplace(89.8027) None  Grid-point #5 at 0.000248 	Fold #1 Rep #1 pred log like = 483.782
+#&gt; Running at Laplace(89.8027) None  Grid-point #5 at 0.000248 	Fold #2 Rep #1 pred log like = 583.142
+#&gt; Running at Laplace(89.8027) None  Grid-point #5 at 0.000248 	Fold #3 Rep #1 pred log like = 465.913
+#&gt; Running at Laplace(89.8027) None  Grid-point #5 at 0.000248 	Fold #4 Rep #1 pred log like = 383.927
+#&gt; Running at Laplace(89.8027) None  Grid-point #5 at 0.000248 	Fold #5 Rep #1 pred log like = 480.818
+#&gt; Running at Laplace(89.8027) None  Grid-point #5 at 0.000248 	Fold #6 Rep #1 pred log like = 466.841
+#&gt; Running at Laplace(89.8027) None  Grid-point #5 at 0.000248 	Fold #7 Rep #1 pred log like = 495.207
+#&gt; Running at Laplace(89.8027) None  Grid-point #5 at 0.000248 	Fold #8 Rep #1 pred log like = 439.178
+#&gt; Running at Laplace(89.8027) None  Grid-point #5 at 0.000248 	Fold #9 Rep #1 pred log like = 472.153
+#&gt; Running at Laplace(89.8027) None  Grid-point #5 at 0.000248 	Fold #10 Rep #1 pred log like = 454.135
+#&gt; AvgPred = 472.51 with stdev = 47.2463
 #&gt; Completed at 0.000248
 #&gt; Next point at 2.48e-05 with value 0 and continue = 1
-#&gt; search[ 0.000248 ] = 472.434(72.4588)
-#&gt; search[ 0.00248 ] = 472.4(72.397)
-#&gt; search[ 0.0248 ] = 472.391(72.3688)
-#&gt; search[ 0.248 ] = 472.369(72.3644)
-#&gt; search[ 2.48 ] = 472.356(72.3594)
+#&gt; search[ 0.000248 ] = 472.51(47.2463)
+#&gt; search[ 0.00248 ] = 472.49(47.2658)
+#&gt; search[ 0.0248 ] = 472.485(47.2754)
+#&gt; search[ 0.248 ] = 472.461(47.2957)
+#&gt; search[ 2.48 ] = 472.45(47.3054)
 #&gt; 
-#&gt; Running at Laplace(283.981) None  Grid-point #6 at 2.48e-05 	Fold #1 Rep #1 pred log like = 379.632
-#&gt; Running at Laplace(283.981) None  Grid-point #6 at 2.48e-05 	Fold #2 Rep #1 pred log like = 443.287
-#&gt; Running at Laplace(283.981) None  Grid-point #6 at 2.48e-05 	Fold #3 Rep #1 pred log like = 533.459
-#&gt; Running at Laplace(283.981) None  Grid-point #6 at 2.48e-05 	Fold #4 Rep #1 pred log like = 541.143
-#&gt; Running at Laplace(283.981) None  Grid-point #6 at 2.48e-05 	Fold #5 Rep #1 pred log like = 614.167
-#&gt; Running at Laplace(283.981) None  Grid-point #6 at 2.48e-05 	Fold #6 Rep #1 pred log like = 445.322
-#&gt; Running at Laplace(283.981) None  Grid-point #6 at 2.48e-05 	Fold #7 Rep #1 pred log like = 464.2
-#&gt; Running at Laplace(283.981) None  Grid-point #6 at 2.48e-05 	Fold #8 Rep #1 pred log like = 433.781
-#&gt; Running at Laplace(283.981) None  Grid-point #6 at 2.48e-05 	Fold #9 Rep #1 pred log like = 503.079
-#&gt; Running at Laplace(283.981) None  Grid-point #6 at 2.48e-05 	Fold #10 Rep #1 pred log like = 366.266
-#&gt; AvgPred = 472.434 with stdev = 72.4588
+#&gt; Running at Laplace(283.981) None  Grid-point #6 at 2.48e-05 	Fold #1 Rep #1 pred log like = 483.782
+#&gt; Running at Laplace(283.981) None  Grid-point #6 at 2.48e-05 	Fold #2 Rep #1 pred log like = 583.142
+#&gt; Running at Laplace(283.981) None  Grid-point #6 at 2.48e-05 	Fold #3 Rep #1 pred log like = 465.913
+#&gt; Running at Laplace(283.981) None  Grid-point #6 at 2.48e-05 	Fold #4 Rep #1 pred log like = 383.927
+#&gt; Running at Laplace(283.981) None  Grid-point #6 at 2.48e-05 	Fold #5 Rep #1 pred log like = 480.818
+#&gt; Running at Laplace(283.981) None  Grid-point #6 at 2.48e-05 	Fold #6 Rep #1 pred log like = 466.841
+#&gt; Running at Laplace(283.981) None  Grid-point #6 at 2.48e-05 	Fold #7 Rep #1 pred log like = 495.207
+#&gt; Running at Laplace(283.981) None  Grid-point #6 at 2.48e-05 	Fold #8 Rep #1 pred log like = 439.178
+#&gt; Running at Laplace(283.981) None  Grid-point #6 at 2.48e-05 	Fold #9 Rep #1 pred log like = 472.153
+#&gt; Running at Laplace(283.981) None  Grid-point #6 at 2.48e-05 	Fold #10 Rep #1 pred log like = 454.135
+#&gt; AvgPred = 472.51 with stdev = 47.2463
 #&gt; Completed at 2.48e-05
-#&gt; Next point at 1.17698e-26 with value 472.6 and continue = 0
-#&gt; search[ 2.48e-05 ] = 472.434(72.4588)
-#&gt; search[ 0.000248 ] = 472.434(72.4588)
-#&gt; search[ 0.00248 ] = 472.4(72.397)
-#&gt; search[ 0.0248 ] = 472.391(72.3688)
-#&gt; search[ 0.248 ] = 472.369(72.3644)
-#&gt; search[ 2.48 ] = 472.356(72.3594)
+#&gt; Next point at 6.5199e-08 with value 472.521 and continue = 0
+#&gt; search[ 2.48e-05 ] = 472.51(47.2463)
+#&gt; search[ 0.000248 ] = 472.51(47.2463)
+#&gt; search[ 0.00248 ] = 472.49(47.2658)
+#&gt; search[ 0.0248 ] = 472.485(47.2754)
+#&gt; search[ 0.248 ] = 472.461(47.2957)
+#&gt; search[ 2.48 ] = 472.45(47.3054)
 #&gt; 
 #&gt; 
-#&gt; Maximum predicted log likelihood (472.6) estimated at:
-#&gt; 	1.17698e-26 (variance)
-#&gt; 	1.30356e+13 (lambda)
+#&gt; Maximum predicted log likelihood (472.521) estimated at:
+#&gt; 	6.5199e-08 (variance)
+#&gt; 	5538.53 (lambda)
 #&gt; 
 #&gt; Fitting model at optimal hyperparameter
-#&gt; Using prior: Laplace(1.30356e+13) None </div><div class='input'>
+#&gt; Using prior: Laplace(5538.53) None </div><div class='input'>
 <span class='co'>#Find out what the optimal hyperparameter was:</span>
 <span class='fu'><a href='getHyperParameter.html'>getHyperParameter</a></span><span class='op'>(</span><span class='va'>fit</span><span class='op'>)</span>
-</div><div class='output co'>#&gt; [1] 1.176981e-26</div><div class='input'>
+</div><div class='output co'>#&gt; [1] 6.519902e-08</div><div class='input'>
 <span class='co'>#Extract the current log-likelihood, and coefficients</span>
 <span class='fu'><a href='https://rdrr.io/r/stats/logLik.html'>logLik</a></span><span class='op'>(</span><span class='va'>fit</span><span class='op'>)</span>
 </div><div class='output co'>#&gt; 'log Lik.' -2056.259 (df=3)</div><div class='input'><span class='fu'><a href='https://rdrr.io/r/stats/coef.html'>coef</a></span><span class='op'>(</span><span class='va'>fit</span><span class='op'>)</span>
@@ -387,8 +387,8 @@ <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examp
 #&gt;   -3.850744    0.000000    0.000000 </div><div class='input'>
 <span class='co'>#We can only retrieve the confidence interval for unregularized coefficients:</span>
 <span class='fu'><a href='https://rdrr.io/r/stats/confint.html'>confint</a></span><span class='op'>(</span><span class='va'>fit</span>, <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span><span class='fl'>0</span><span class='op'>)</span><span class='op'>)</span>
-</div><div class='output co'>#&gt; Using 1 thread(s)</div><div class='output co'>#&gt;      covariate     2.5 %    97.5 % evaluations
-#&gt; [1,]         0 -3.877549 -3.824165          24</div></pre>
+</div><div class='output co'>#&gt; Using 1 thread(s)</div><div class='output co'>#&gt;      covariate     2.5 %   97.5 % evaluations
+#&gt; [1,]         0 -3.877542 -3.82417          24</div></pre>
   </div>
   <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
     <nav id="toc" data-toggle="toc" class="sticky-top">
diff --git a/docs/reference/createCyclopsData.html b/docs/reference/createCyclopsData.html
index b1b18dd0..4839b080 100644
--- a/docs/reference/createCyclopsData.html
+++ b/docs/reference/createCyclopsData.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/createNonSeparablePrior.html b/docs/reference/createNonSeparablePrior.html
index 7f11ef3e..af45b747 100644
--- a/docs/reference/createNonSeparablePrior.html
+++ b/docs/reference/createNonSeparablePrior.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/createParameterizedPrior.html b/docs/reference/createParameterizedPrior.html
index 7adfa0fb..ca805b29 100644
--- a/docs/reference/createParameterizedPrior.html
+++ b/docs/reference/createParameterizedPrior.html
@@ -73,7 +73,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -81,7 +81,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -98,7 +98,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/createPrior.html b/docs/reference/createPrior.html
index 1bd849fa..b2529006 100644
--- a/docs/reference/createPrior.html
+++ b/docs/reference/createPrior.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
@@ -195,617 +195,617 @@ <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examp
 <span class='co'>#Fit the model</span>
 <span class='va'>fit</span> <span class='op'>&lt;-</span> <span class='fu'><a href='fitCyclopsModel.html'>fitCyclopsModel</a></span><span class='op'>(</span><span class='va'>cyclopsData</span>,prior <span class='op'>=</span> <span class='va'>prior</span>, control <span class='op'>=</span> <span class='va'>control</span><span class='op'>)</span>  
 </div><div class='output co'>#&gt; Using cross-validation selector type byRow
-#&gt; Performing 10-fold cross-validation [seed = 1604638978] with data partitions of sizes 100 100 100 100 100 100 100 100 100 100
+#&gt; Performing 10-fold cross-validation [seed = 1623936645] with data partitions of sizes 100 100 100 100 100 100 100 100 100 100
 #&gt; Using 1 thread(s)
 #&gt; Starting var = 0.242 (default)
-#&gt; Running at Laplace(2.8748) None  Grid-point #1 at 0.242 	Fold #1 Rep #1 pred log like = 793.706
-#&gt; Running at Laplace(2.8748) None  Grid-point #1 at 0.242 	Fold #2 Rep #1 pred log like = 828.285
-#&gt; Running at Laplace(2.8748) None  Grid-point #1 at 0.242 	Fold #3 Rep #1 pred log like = 762.048
-#&gt; Running at Laplace(2.8748) None  Grid-point #1 at 0.242 	Fold #4 Rep #1 pred log like = 837.995
-#&gt; Running at Laplace(2.8748) None  Grid-point #1 at 0.242 	Fold #5 Rep #1 pred log like = 703.076
-#&gt; Running at Laplace(2.8748) None  Grid-point #1 at 0.242 	Fold #6 Rep #1 pred log like = 739.376
-#&gt; Running at Laplace(2.8748) None  Grid-point #1 at 0.242 	Fold #7 Rep #1 pred log like = 784.397
-#&gt; Running at Laplace(2.8748) None  Grid-point #1 at 0.242 	Fold #8 Rep #1 pred log like = 808.528
-#&gt; Running at Laplace(2.8748) None  Grid-point #1 at 0.242 	Fold #9 Rep #1 pred log like = 809.063
-#&gt; Running at Laplace(2.8748) None  Grid-point #1 at 0.242 	Fold #10 Rep #1 pred log like = 765.471
-#&gt; AvgPred = 783.195 with stdev = 39.4456
+#&gt; Running at Laplace(2.8748) None  Grid-point #1 at 0.242 	Fold #1 Rep #1 pred log like = 661.9
+#&gt; Running at Laplace(2.8748) None  Grid-point #1 at 0.242 	Fold #2 Rep #1 pred log like = 635.024
+#&gt; Running at Laplace(2.8748) None  Grid-point #1 at 0.242 	Fold #3 Rep #1 pred log like = 850.057
+#&gt; Running at Laplace(2.8748) None  Grid-point #1 at 0.242 	Fold #4 Rep #1 pred log like = 914.669
+#&gt; Running at Laplace(2.8748) None  Grid-point #1 at 0.242 	Fold #5 Rep #1 pred log like = 759.963
+#&gt; Running at Laplace(2.8748) None  Grid-point #1 at 0.242 	Fold #6 Rep #1 pred log like = 779.161
+#&gt; Running at Laplace(2.8748) None  Grid-point #1 at 0.242 	Fold #7 Rep #1 pred log like = 791.408
+#&gt; Running at Laplace(2.8748) None  Grid-point #1 at 0.242 	Fold #8 Rep #1 pred log like = 885.139
+#&gt; Running at Laplace(2.8748) None  Grid-point #1 at 0.242 	Fold #9 Rep #1 pred log like = 848.093
+#&gt; Running at Laplace(2.8748) None  Grid-point #1 at 0.242 	Fold #10 Rep #1 pred log like = 706
+#&gt; AvgPred = 783.141 with stdev = 89.2243
 #&gt; Completed at 0.242
 #&gt; Next point at 2.42 with value 0 and continue = 1
-#&gt; search[ 0.242 ] = 783.195(39.4456)
+#&gt; search[ 0.242 ] = 783.141(89.2243)
 #&gt; 
-#&gt; Running at Laplace(0.909091) None  Grid-point #2 at 2.42 	Fold #1 Rep #1 pred log like = 793.752
-#&gt; Running at Laplace(0.909091) None  Grid-point #2 at 2.42 	Fold #2 Rep #1 pred log like = 828.31
-#&gt; Running at Laplace(0.909091) None  Grid-point #2 at 2.42 	Fold #3 Rep #1 pred log like = 762.03
-#&gt; Running at Laplace(0.909091) None  Grid-point #2 at 2.42 	Fold #4 Rep #1 pred log like = 837.915
-#&gt; Running at Laplace(0.909091) None  Grid-point #2 at 2.42 	Fold #5 Rep #1 pred log like = 703.04
-#&gt; Running at Laplace(0.909091) None  Grid-point #2 at 2.42 	Fold #6 Rep #1 pred log like = 739.398
-#&gt; Running at Laplace(0.909091) None  Grid-point #2 at 2.42 	Fold #7 Rep #1 pred log like = 784.395
-#&gt; Running at Laplace(0.909091) None  Grid-point #2 at 2.42 	Fold #8 Rep #1 pred log like = 808.533
-#&gt; Running at Laplace(0.909091) None  Grid-point #2 at 2.42 	Fold #9 Rep #1 pred log like = 809.107
-#&gt; Running at Laplace(0.909091) None  Grid-point #2 at 2.42 	Fold #10 Rep #1 pred log like = 765.476
-#&gt; AvgPred = 783.196 with stdev = 39.4475
+#&gt; Running at Laplace(0.909091) None  Grid-point #2 at 2.42 	Fold #1 Rep #1 pred log like = 661.928
+#&gt; Running at Laplace(0.909091) None  Grid-point #2 at 2.42 	Fold #2 Rep #1 pred log like = 634.993
+#&gt; Running at Laplace(0.909091) None  Grid-point #2 at 2.42 	Fold #3 Rep #1 pred log like = 850.119
+#&gt; Running at Laplace(0.909091) None  Grid-point #2 at 2.42 	Fold #4 Rep #1 pred log like = 914.653
+#&gt; Running at Laplace(0.909091) None  Grid-point #2 at 2.42 	Fold #5 Rep #1 pred log like = 759.919
+#&gt; Running at Laplace(0.909091) None  Grid-point #2 at 2.42 	Fold #6 Rep #1 pred log like = 779.115
+#&gt; Running at Laplace(0.909091) None  Grid-point #2 at 2.42 	Fold #7 Rep #1 pred log like = 791.438
+#&gt; Running at Laplace(0.909091) None  Grid-point #2 at 2.42 	Fold #8 Rep #1 pred log like = 885.139
+#&gt; Running at Laplace(0.909091) None  Grid-point #2 at 2.42 	Fold #9 Rep #1 pred log like = 848.112
+#&gt; Running at Laplace(0.909091) None  Grid-point #2 at 2.42 	Fold #10 Rep #1 pred log like = 706.007
+#&gt; AvgPred = 783.142 with stdev = 89.2304
 #&gt; Completed at 2.42
 #&gt; Next point at 24.2 with value 0 and continue = 1
-#&gt; search[ 0.242 ] = 783.195(39.4456)
-#&gt; search[ 2.42 ] = 783.196(39.4475)
+#&gt; search[ 0.242 ] = 783.141(89.2243)
+#&gt; search[ 2.42 ] = 783.142(89.2304)
 #&gt; 
-#&gt; Running at Laplace(0.28748) None  Grid-point #3 at 24.2 	Fold #1 Rep #1 pred log like = 793.766
-#&gt; Running at Laplace(0.28748) None  Grid-point #3 at 24.2 	Fold #2 Rep #1 pred log like = 828.318
-#&gt; Running at Laplace(0.28748) None  Grid-point #3 at 24.2 	Fold #3 Rep #1 pred log like = 762.024
-#&gt; Running at Laplace(0.28748) None  Grid-point #3 at 24.2 	Fold #4 Rep #1 pred log like = 837.89
-#&gt; Running at Laplace(0.28748) None  Grid-point #3 at 24.2 	Fold #5 Rep #1 pred log like = 703.028
-#&gt; Running at Laplace(0.28748) None  Grid-point #3 at 24.2 	Fold #6 Rep #1 pred log like = 739.405
-#&gt; Running at Laplace(0.28748) None  Grid-point #3 at 24.2 	Fold #7 Rep #1 pred log like = 784.395
-#&gt; Running at Laplace(0.28748) None  Grid-point #3 at 24.2 	Fold #8 Rep #1 pred log like = 808.535
-#&gt; Running at Laplace(0.28748) None  Grid-point #3 at 24.2 	Fold #9 Rep #1 pred log like = 809.121
-#&gt; Running at Laplace(0.28748) None  Grid-point #3 at 24.2 	Fold #10 Rep #1 pred log like = 765.477
-#&gt; AvgPred = 783.196 with stdev = 39.4481
+#&gt; Running at Laplace(0.28748) None  Grid-point #3 at 24.2 	Fold #1 Rep #1 pred log like = 661.937
+#&gt; Running at Laplace(0.28748) None  Grid-point #3 at 24.2 	Fold #2 Rep #1 pred log like = 634.983
+#&gt; Running at Laplace(0.28748) None  Grid-point #3 at 24.2 	Fold #3 Rep #1 pred log like = 850.139
+#&gt; Running at Laplace(0.28748) None  Grid-point #3 at 24.2 	Fold #4 Rep #1 pred log like = 914.647
+#&gt; Running at Laplace(0.28748) None  Grid-point #3 at 24.2 	Fold #5 Rep #1 pred log like = 759.905
+#&gt; Running at Laplace(0.28748) None  Grid-point #3 at 24.2 	Fold #6 Rep #1 pred log like = 779.1
+#&gt; Running at Laplace(0.28748) None  Grid-point #3 at 24.2 	Fold #7 Rep #1 pred log like = 791.448
+#&gt; Running at Laplace(0.28748) None  Grid-point #3 at 24.2 	Fold #8 Rep #1 pred log like = 885.139
+#&gt; Running at Laplace(0.28748) None  Grid-point #3 at 24.2 	Fold #9 Rep #1 pred log like = 848.118
+#&gt; Running at Laplace(0.28748) None  Grid-point #3 at 24.2 	Fold #10 Rep #1 pred log like = 706.009
+#&gt; AvgPred = 783.142 with stdev = 89.2323
 #&gt; Completed at 24.2
 #&gt; Next point at 242 with value 0 and continue = 1
-#&gt; search[ 0.242 ] = 783.195(39.4456)
-#&gt; search[ 2.42 ] = 783.196(39.4475)
-#&gt; search[ 24.2 ] = 783.196(39.4481)
+#&gt; search[ 0.242 ] = 783.141(89.2243)
+#&gt; search[ 2.42 ] = 783.142(89.2304)
+#&gt; search[ 24.2 ] = 783.142(89.2323)
 #&gt; 
-#&gt; Running at Laplace(0.0909091) None  Grid-point #4 at 242 	Fold #1 Rep #1 pred log like = 793.77
-#&gt; Running at Laplace(0.0909091) None  Grid-point #4 at 242 	Fold #2 Rep #1 pred log like = 828.321
-#&gt; Running at Laplace(0.0909091) None  Grid-point #4 at 242 	Fold #3 Rep #1 pred log like = 762.022
-#&gt; Running at Laplace(0.0909091) None  Grid-point #4 at 242 	Fold #4 Rep #1 pred log like = 837.882
-#&gt; Running at Laplace(0.0909091) None  Grid-point #4 at 242 	Fold #5 Rep #1 pred log like = 703.024
-#&gt; Running at Laplace(0.0909091) None  Grid-point #4 at 242 	Fold #6 Rep #1 pred log like = 739.407
-#&gt; Running at Laplace(0.0909091) None  Grid-point #4 at 242 	Fold #7 Rep #1 pred log like = 784.394
-#&gt; Running at Laplace(0.0909091) None  Grid-point #4 at 242 	Fold #8 Rep #1 pred log like = 808.535
-#&gt; Running at Laplace(0.0909091) None  Grid-point #4 at 242 	Fold #9 Rep #1 pred log like = 809.126
-#&gt; Running at Laplace(0.0909091) None  Grid-point #4 at 242 	Fold #10 Rep #1 pred log like = 765.477
-#&gt; AvgPred = 783.196 with stdev = 39.4483
+#&gt; Running at Laplace(0.0909091) None  Grid-point #4 at 242 	Fold #1 Rep #1 pred log like = 661.939
+#&gt; Running at Laplace(0.0909091) None  Grid-point #4 at 242 	Fold #2 Rep #1 pred log like = 634.98
+#&gt; Running at Laplace(0.0909091) None  Grid-point #4 at 242 	Fold #3 Rep #1 pred log like = 850.145
+#&gt; Running at Laplace(0.0909091) None  Grid-point #4 at 242 	Fold #4 Rep #1 pred log like = 914.646
+#&gt; Running at Laplace(0.0909091) None  Grid-point #4 at 242 	Fold #5 Rep #1 pred log like = 759.9
+#&gt; Running at Laplace(0.0909091) None  Grid-point #4 at 242 	Fold #6 Rep #1 pred log like = 779.096
+#&gt; Running at Laplace(0.0909091) None  Grid-point #4 at 242 	Fold #7 Rep #1 pred log like = 791.451
+#&gt; Running at Laplace(0.0909091) None  Grid-point #4 at 242 	Fold #8 Rep #1 pred log like = 885.139
+#&gt; Running at Laplace(0.0909091) None  Grid-point #4 at 242 	Fold #9 Rep #1 pred log like = 848.12
+#&gt; Running at Laplace(0.0909091) None  Grid-point #4 at 242 	Fold #10 Rep #1 pred log like = 706.01
+#&gt; AvgPred = 783.143 with stdev = 89.233
 #&gt; Completed at 242
 #&gt; Next point at 2420 with value 0 and continue = 1
-#&gt; search[ 0.242 ] = 783.195(39.4456)
-#&gt; search[ 2.42 ] = 783.196(39.4475)
-#&gt; search[ 24.2 ] = 783.196(39.4481)
-#&gt; search[ 242 ] = 783.196(39.4483)
+#&gt; search[ 0.242 ] = 783.141(89.2243)
+#&gt; search[ 2.42 ] = 783.142(89.2304)
+#&gt; search[ 24.2 ] = 783.142(89.2323)
+#&gt; search[ 242 ] = 783.143(89.233)
 #&gt; 
-#&gt; Running at Laplace(0.028748) None  Grid-point #5 at 2420 	Fold #1 Rep #1 pred log like = 793.772
-#&gt; Running at Laplace(0.028748) None  Grid-point #5 at 2420 	Fold #2 Rep #1 pred log like = 828.321
-#&gt; Running at Laplace(0.028748) None  Grid-point #5 at 2420 	Fold #3 Rep #1 pred log like = 762.021
-#&gt; Running at Laplace(0.028748) None  Grid-point #5 at 2420 	Fold #4 Rep #1 pred log like = 837.879
-#&gt; Running at Laplace(0.028748) None  Grid-point #5 at 2420 	Fold #5 Rep #1 pred log like = 703.023
-#&gt; Running at Laplace(0.028748) None  Grid-point #5 at 2420 	Fold #6 Rep #1 pred log like = 739.408
-#&gt; Running at Laplace(0.028748) None  Grid-point #5 at 2420 	Fold #7 Rep #1 pred log like = 784.394
-#&gt; Running at Laplace(0.028748) None  Grid-point #5 at 2420 	Fold #8 Rep #1 pred log like = 808.535
-#&gt; Running at Laplace(0.028748) None  Grid-point #5 at 2420 	Fold #9 Rep #1 pred log like = 809.127
-#&gt; Running at Laplace(0.028748) None  Grid-point #5 at 2420 	Fold #10 Rep #1 pred log like = 765.477
-#&gt; AvgPred = 783.196 with stdev = 39.4484
+#&gt; Running at Laplace(0.028748) None  Grid-point #5 at 2420 	Fold #1 Rep #1 pred log like = 661.94
+#&gt; Running at Laplace(0.028748) None  Grid-point #5 at 2420 	Fold #2 Rep #1 pred log like = 634.979
+#&gt; Running at Laplace(0.028748) None  Grid-point #5 at 2420 	Fold #3 Rep #1 pred log like = 850.147
+#&gt; Running at Laplace(0.028748) None  Grid-point #5 at 2420 	Fold #4 Rep #1 pred log like = 914.645
+#&gt; Running at Laplace(0.028748) None  Grid-point #5 at 2420 	Fold #5 Rep #1 pred log like = 759.899
+#&gt; Running at Laplace(0.028748) None  Grid-point #5 at 2420 	Fold #6 Rep #1 pred log like = 779.094
+#&gt; Running at Laplace(0.028748) None  Grid-point #5 at 2420 	Fold #7 Rep #1 pred log like = 791.452
+#&gt; Running at Laplace(0.028748) None  Grid-point #5 at 2420 	Fold #8 Rep #1 pred log like = 885.139
+#&gt; Running at Laplace(0.028748) None  Grid-point #5 at 2420 	Fold #9 Rep #1 pred log like = 848.121
+#&gt; Running at Laplace(0.028748) None  Grid-point #5 at 2420 	Fold #10 Rep #1 pred log like = 706.01
+#&gt; AvgPred = 783.143 with stdev = 89.2332
 #&gt; Completed at 2420
 #&gt; Next point at 24200 with value 0 and continue = 1
-#&gt; search[ 0.242 ] = 783.195(39.4456)
-#&gt; search[ 2.42 ] = 783.196(39.4475)
-#&gt; search[ 24.2 ] = 783.196(39.4481)
-#&gt; search[ 242 ] = 783.196(39.4483)
-#&gt; search[ 2420 ] = 783.196(39.4484)
+#&gt; search[ 0.242 ] = 783.141(89.2243)
+#&gt; search[ 2.42 ] = 783.142(89.2304)
+#&gt; search[ 24.2 ] = 783.142(89.2323)
+#&gt; search[ 242 ] = 783.143(89.233)
+#&gt; search[ 2420 ] = 783.143(89.2332)
 #&gt; 
-#&gt; Running at Laplace(0.00909091) None  Grid-point #6 at 24200 	Fold #1 Rep #1 pred log like = 793.772
-#&gt; Running at Laplace(0.00909091) None  Grid-point #6 at 24200 	Fold #2 Rep #1 pred log like = 828.322
-#&gt; Running at Laplace(0.00909091) None  Grid-point #6 at 24200 	Fold #3 Rep #1 pred log like = 762.021
-#&gt; Running at Laplace(0.00909091) None  Grid-point #6 at 24200 	Fold #4 Rep #1 pred log like = 837.878
-#&gt; Running at Laplace(0.00909091) None  Grid-point #6 at 24200 	Fold #5 Rep #1 pred log like = 703.023
-#&gt; Running at Laplace(0.00909091) None  Grid-point #6 at 24200 	Fold #6 Rep #1 pred log like = 739.408
-#&gt; Running at Laplace(0.00909091) None  Grid-point #6 at 24200 	Fold #7 Rep #1 pred log like = 784.394
-#&gt; Running at Laplace(0.00909091) None  Grid-point #6 at 24200 	Fold #8 Rep #1 pred log like = 808.535
-#&gt; Running at Laplace(0.00909091) None  Grid-point #6 at 24200 	Fold #9 Rep #1 pred log like = 809.127
-#&gt; Running at Laplace(0.00909091) None  Grid-point #6 at 24200 	Fold #10 Rep #1 pred log like = 765.477
-#&gt; AvgPred = 783.196 with stdev = 39.4484
+#&gt; Running at Laplace(0.00909091) None  Grid-point #6 at 24200 	Fold #1 Rep #1 pred log like = 661.941
+#&gt; Running at Laplace(0.00909091) None  Grid-point #6 at 24200 	Fold #2 Rep #1 pred log like = 634.979
+#&gt; Running at Laplace(0.00909091) None  Grid-point #6 at 24200 	Fold #3 Rep #1 pred log like = 850.148
+#&gt; Running at Laplace(0.00909091) None  Grid-point #6 at 24200 	Fold #4 Rep #1 pred log like = 914.645
+#&gt; Running at Laplace(0.00909091) None  Grid-point #6 at 24200 	Fold #5 Rep #1 pred log like = 759.898
+#&gt; Running at Laplace(0.00909091) None  Grid-point #6 at 24200 	Fold #6 Rep #1 pred log like = 779.094
+#&gt; Running at Laplace(0.00909091) None  Grid-point #6 at 24200 	Fold #7 Rep #1 pred log like = 791.452
+#&gt; Running at Laplace(0.00909091) None  Grid-point #6 at 24200 	Fold #8 Rep #1 pred log like = 885.139
+#&gt; Running at Laplace(0.00909091) None  Grid-point #6 at 24200 	Fold #9 Rep #1 pred log like = 848.121
+#&gt; Running at Laplace(0.00909091) None  Grid-point #6 at 24200 	Fold #10 Rep #1 pred log like = 706.01
+#&gt; AvgPred = 783.143 with stdev = 89.2332
 #&gt; Completed at 24200
 #&gt; Next point at 242000 with value 0 and continue = 1
-#&gt; search[ 0.242 ] = 783.195(39.4456)
-#&gt; search[ 2.42 ] = 783.196(39.4475)
-#&gt; search[ 24.2 ] = 783.196(39.4481)
-#&gt; search[ 242 ] = 783.196(39.4483)
-#&gt; search[ 2420 ] = 783.196(39.4484)
-#&gt; search[ 24200 ] = 783.196(39.4484)
+#&gt; search[ 0.242 ] = 783.141(89.2243)
+#&gt; search[ 2.42 ] = 783.142(89.2304)
+#&gt; search[ 24.2 ] = 783.142(89.2323)
+#&gt; search[ 242 ] = 783.143(89.233)
+#&gt; search[ 2420 ] = 783.143(89.2332)
+#&gt; search[ 24200 ] = 783.143(89.2332)
 #&gt; 
-#&gt; Running at Laplace(0.0028748) None  Grid-point #7 at 242000 	Fold #1 Rep #1 pred log like = 793.772
-#&gt; Running at Laplace(0.0028748) None  Grid-point #7 at 242000 	Fold #2 Rep #1 pred log like = 828.322
-#&gt; Running at Laplace(0.0028748) None  Grid-point #7 at 242000 	Fold #3 Rep #1 pred log like = 762.021
-#&gt; Running at Laplace(0.0028748) None  Grid-point #7 at 242000 	Fold #4 Rep #1 pred log like = 837.878
-#&gt; Running at Laplace(0.0028748) None  Grid-point #7 at 242000 	Fold #5 Rep #1 pred log like = 703.023
-#&gt; Running at Laplace(0.0028748) None  Grid-point #7 at 242000 	Fold #6 Rep #1 pred log like = 739.408
-#&gt; Running at Laplace(0.0028748) None  Grid-point #7 at 242000 	Fold #7 Rep #1 pred log like = 784.394
-#&gt; Running at Laplace(0.0028748) None  Grid-point #7 at 242000 	Fold #8 Rep #1 pred log like = 808.535
-#&gt; Running at Laplace(0.0028748) None  Grid-point #7 at 242000 	Fold #9 Rep #1 pred log like = 809.127
-#&gt; Running at Laplace(0.0028748) None  Grid-point #7 at 242000 	Fold #10 Rep #1 pred log like = 765.477
-#&gt; AvgPred = 783.196 with stdev = 39.4484
+#&gt; Running at Laplace(0.0028748) None  Grid-point #7 at 242000 	Fold #1 Rep #1 pred log like = 661.941
+#&gt; Running at Laplace(0.0028748) None  Grid-point #7 at 242000 	Fold #2 Rep #1 pred log like = 634.978
+#&gt; Running at Laplace(0.0028748) None  Grid-point #7 at 242000 	Fold #3 Rep #1 pred log like = 850.148
+#&gt; Running at Laplace(0.0028748) None  Grid-point #7 at 242000 	Fold #4 Rep #1 pred log like = 914.645
+#&gt; Running at Laplace(0.0028748) None  Grid-point #7 at 242000 	Fold #5 Rep #1 pred log like = 759.898
+#&gt; Running at Laplace(0.0028748) None  Grid-point #7 at 242000 	Fold #6 Rep #1 pred log like = 779.094
+#&gt; Running at Laplace(0.0028748) None  Grid-point #7 at 242000 	Fold #7 Rep #1 pred log like = 791.452
+#&gt; Running at Laplace(0.0028748) None  Grid-point #7 at 242000 	Fold #8 Rep #1 pred log like = 885.139
+#&gt; Running at Laplace(0.0028748) None  Grid-point #7 at 242000 	Fold #9 Rep #1 pred log like = 848.121
+#&gt; Running at Laplace(0.0028748) None  Grid-point #7 at 242000 	Fold #10 Rep #1 pred log like = 706.01
+#&gt; AvgPred = 783.143 with stdev = 89.2332
 #&gt; Completed at 242000
 #&gt; Next point at 2.42e+06 with value 0 and continue = 1
-#&gt; search[ 0.242 ] = 783.195(39.4456)
-#&gt; search[ 2.42 ] = 783.196(39.4475)
-#&gt; search[ 24.2 ] = 783.196(39.4481)
-#&gt; search[ 242 ] = 783.196(39.4483)
-#&gt; search[ 2420 ] = 783.196(39.4484)
-#&gt; search[ 24200 ] = 783.196(39.4484)
-#&gt; search[ 242000 ] = 783.196(39.4484)
+#&gt; search[ 0.242 ] = 783.141(89.2243)
+#&gt; search[ 2.42 ] = 783.142(89.2304)
+#&gt; search[ 24.2 ] = 783.142(89.2323)
+#&gt; search[ 242 ] = 783.143(89.233)
+#&gt; search[ 2420 ] = 783.143(89.2332)
+#&gt; search[ 24200 ] = 783.143(89.2332)
+#&gt; search[ 242000 ] = 783.143(89.2332)
 #&gt; 
-#&gt; Running at Laplace(0.000909091) None  Grid-point #8 at 2.42e+06 	Fold #1 Rep #1 pred log like = 793.772
-#&gt; Running at Laplace(0.000909091) None  Grid-point #8 at 2.42e+06 	Fold #2 Rep #1 pred log like = 828.322
-#&gt; Running at Laplace(0.000909091) None  Grid-point #8 at 2.42e+06 	Fold #3 Rep #1 pred log like = 762.021
-#&gt; Running at Laplace(0.000909091) None  Grid-point #8 at 2.42e+06 	Fold #4 Rep #1 pred log like = 837.878
-#&gt; Running at Laplace(0.000909091) None  Grid-point #8 at 2.42e+06 	Fold #5 Rep #1 pred log like = 703.023
-#&gt; Running at Laplace(0.000909091) None  Grid-point #8 at 2.42e+06 	Fold #6 Rep #1 pred log like = 739.408
-#&gt; Running at Laplace(0.000909091) None  Grid-point #8 at 2.42e+06 	Fold #7 Rep #1 pred log like = 784.394
-#&gt; Running at Laplace(0.000909091) None  Grid-point #8 at 2.42e+06 	Fold #8 Rep #1 pred log like = 808.535
-#&gt; Running at Laplace(0.000909091) None  Grid-point #8 at 2.42e+06 	Fold #9 Rep #1 pred log like = 809.127
-#&gt; Running at Laplace(0.000909091) None  Grid-point #8 at 2.42e+06 	Fold #10 Rep #1 pred log like = 765.477
-#&gt; AvgPred = 783.196 with stdev = 39.4484
+#&gt; Running at Laplace(0.000909091) None  Grid-point #8 at 2.42e+06 	Fold #1 Rep #1 pred log like = 661.941
+#&gt; Running at Laplace(0.000909091) None  Grid-point #8 at 2.42e+06 	Fold #2 Rep #1 pred log like = 634.978
+#&gt; Running at Laplace(0.000909091) None  Grid-point #8 at 2.42e+06 	Fold #3 Rep #1 pred log like = 850.148
+#&gt; Running at Laplace(0.000909091) None  Grid-point #8 at 2.42e+06 	Fold #4 Rep #1 pred log like = 914.645
+#&gt; Running at Laplace(0.000909091) None  Grid-point #8 at 2.42e+06 	Fold #5 Rep #1 pred log like = 759.898
+#&gt; Running at Laplace(0.000909091) None  Grid-point #8 at 2.42e+06 	Fold #6 Rep #1 pred log like = 779.094
+#&gt; Running at Laplace(0.000909091) None  Grid-point #8 at 2.42e+06 	Fold #7 Rep #1 pred log like = 791.452
+#&gt; Running at Laplace(0.000909091) None  Grid-point #8 at 2.42e+06 	Fold #8 Rep #1 pred log like = 885.139
+#&gt; Running at Laplace(0.000909091) None  Grid-point #8 at 2.42e+06 	Fold #9 Rep #1 pred log like = 848.121
+#&gt; Running at Laplace(0.000909091) None  Grid-point #8 at 2.42e+06 	Fold #10 Rep #1 pred log like = 706.01
+#&gt; AvgPred = 783.143 with stdev = 89.2332
 #&gt; Completed at 2.42e+06
 #&gt; Next point at 2.42e+07 with value 0 and continue = 1
-#&gt; search[ 0.242 ] = 783.195(39.4456)
-#&gt; search[ 2.42 ] = 783.196(39.4475)
-#&gt; search[ 24.2 ] = 783.196(39.4481)
-#&gt; search[ 242 ] = 783.196(39.4483)
-#&gt; search[ 2420 ] = 783.196(39.4484)
-#&gt; search[ 24200 ] = 783.196(39.4484)
-#&gt; search[ 242000 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+06 ] = 783.196(39.4484)
+#&gt; search[ 0.242 ] = 783.141(89.2243)
+#&gt; search[ 2.42 ] = 783.142(89.2304)
+#&gt; search[ 24.2 ] = 783.142(89.2323)
+#&gt; search[ 242 ] = 783.143(89.233)
+#&gt; search[ 2420 ] = 783.143(89.2332)
+#&gt; search[ 24200 ] = 783.143(89.2332)
+#&gt; search[ 242000 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+06 ] = 783.143(89.2332)
 #&gt; 
-#&gt; Running at Laplace(0.00028748) None  Grid-point #9 at 2.42e+07 	Fold #1 Rep #1 pred log like = 793.773
-#&gt; Running at Laplace(0.00028748) None  Grid-point #9 at 2.42e+07 	Fold #2 Rep #1 pred log like = 828.322
-#&gt; Running at Laplace(0.00028748) None  Grid-point #9 at 2.42e+07 	Fold #3 Rep #1 pred log like = 762.021
-#&gt; Running at Laplace(0.00028748) None  Grid-point #9 at 2.42e+07 	Fold #4 Rep #1 pred log like = 837.878
-#&gt; Running at Laplace(0.00028748) None  Grid-point #9 at 2.42e+07 	Fold #5 Rep #1 pred log like = 703.023
-#&gt; Running at Laplace(0.00028748) None  Grid-point #9 at 2.42e+07 	Fold #6 Rep #1 pred log like = 739.408
-#&gt; Running at Laplace(0.00028748) None  Grid-point #9 at 2.42e+07 	Fold #7 Rep #1 pred log like = 784.394
-#&gt; Running at Laplace(0.00028748) None  Grid-point #9 at 2.42e+07 	Fold #8 Rep #1 pred log like = 808.535
-#&gt; Running at Laplace(0.00028748) None  Grid-point #9 at 2.42e+07 	Fold #9 Rep #1 pred log like = 809.128
-#&gt; Running at Laplace(0.00028748) None  Grid-point #9 at 2.42e+07 	Fold #10 Rep #1 pred log like = 765.477
-#&gt; AvgPred = 783.196 with stdev = 39.4484
+#&gt; Running at Laplace(0.00028748) None  Grid-point #9 at 2.42e+07 	Fold #1 Rep #1 pred log like = 661.941
+#&gt; Running at Laplace(0.00028748) None  Grid-point #9 at 2.42e+07 	Fold #2 Rep #1 pred log like = 634.978
+#&gt; Running at Laplace(0.00028748) None  Grid-point #9 at 2.42e+07 	Fold #3 Rep #1 pred log like = 850.148
+#&gt; Running at Laplace(0.00028748) None  Grid-point #9 at 2.42e+07 	Fold #4 Rep #1 pred log like = 914.645
+#&gt; Running at Laplace(0.00028748) None  Grid-point #9 at 2.42e+07 	Fold #5 Rep #1 pred log like = 759.898
+#&gt; Running at Laplace(0.00028748) None  Grid-point #9 at 2.42e+07 	Fold #6 Rep #1 pred log like = 779.094
+#&gt; Running at Laplace(0.00028748) None  Grid-point #9 at 2.42e+07 	Fold #7 Rep #1 pred log like = 791.452
+#&gt; Running at Laplace(0.00028748) None  Grid-point #9 at 2.42e+07 	Fold #8 Rep #1 pred log like = 885.139
+#&gt; Running at Laplace(0.00028748) None  Grid-point #9 at 2.42e+07 	Fold #9 Rep #1 pred log like = 848.121
+#&gt; Running at Laplace(0.00028748) None  Grid-point #9 at 2.42e+07 	Fold #10 Rep #1 pred log like = 706.01
+#&gt; AvgPred = 783.143 with stdev = 89.2332
 #&gt; Completed at 2.42e+07
 #&gt; Next point at 2.42e+08 with value 0 and continue = 1
-#&gt; search[ 0.242 ] = 783.195(39.4456)
-#&gt; search[ 2.42 ] = 783.196(39.4475)
-#&gt; search[ 24.2 ] = 783.196(39.4481)
-#&gt; search[ 242 ] = 783.196(39.4483)
-#&gt; search[ 2420 ] = 783.196(39.4484)
-#&gt; search[ 24200 ] = 783.196(39.4484)
-#&gt; search[ 242000 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+06 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+07 ] = 783.196(39.4484)
+#&gt; search[ 0.242 ] = 783.141(89.2243)
+#&gt; search[ 2.42 ] = 783.142(89.2304)
+#&gt; search[ 24.2 ] = 783.142(89.2323)
+#&gt; search[ 242 ] = 783.143(89.233)
+#&gt; search[ 2420 ] = 783.143(89.2332)
+#&gt; search[ 24200 ] = 783.143(89.2332)
+#&gt; search[ 242000 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+06 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+07 ] = 783.143(89.2332)
 #&gt; 
-#&gt; Running at Laplace(9.09091e-05) None  Grid-point #10 at 2.42e+08 	Fold #1 Rep #1 pred log like = 793.773
-#&gt; Running at Laplace(9.09091e-05) None  Grid-point #10 at 2.42e+08 	Fold #2 Rep #1 pred log like = 828.322
-#&gt; Running at Laplace(9.09091e-05) None  Grid-point #10 at 2.42e+08 	Fold #3 Rep #1 pred log like = 762.021
-#&gt; Running at Laplace(9.09091e-05) None  Grid-point #10 at 2.42e+08 	Fold #4 Rep #1 pred log like = 837.878
-#&gt; Running at Laplace(9.09091e-05) None  Grid-point #10 at 2.42e+08 	Fold #5 Rep #1 pred log like = 703.023
-#&gt; Running at Laplace(9.09091e-05) None  Grid-point #10 at 2.42e+08 	Fold #6 Rep #1 pred log like = 739.408
-#&gt; Running at Laplace(9.09091e-05) None  Grid-point #10 at 2.42e+08 	Fold #7 Rep #1 pred log like = 784.394
-#&gt; Running at Laplace(9.09091e-05) None  Grid-point #10 at 2.42e+08 	Fold #8 Rep #1 pred log like = 808.535
-#&gt; Running at Laplace(9.09091e-05) None  Grid-point #10 at 2.42e+08 	Fold #9 Rep #1 pred log like = 809.128
-#&gt; Running at Laplace(9.09091e-05) None  Grid-point #10 at 2.42e+08 	Fold #10 Rep #1 pred log like = 765.477
-#&gt; AvgPred = 783.196 with stdev = 39.4484
+#&gt; Running at Laplace(9.09091e-05) None  Grid-point #10 at 2.42e+08 	Fold #1 Rep #1 pred log like = 661.941
+#&gt; Running at Laplace(9.09091e-05) None  Grid-point #10 at 2.42e+08 	Fold #2 Rep #1 pred log like = 634.978
+#&gt; Running at Laplace(9.09091e-05) None  Grid-point #10 at 2.42e+08 	Fold #3 Rep #1 pred log like = 850.148
+#&gt; Running at Laplace(9.09091e-05) None  Grid-point #10 at 2.42e+08 	Fold #4 Rep #1 pred log like = 914.645
+#&gt; Running at Laplace(9.09091e-05) None  Grid-point #10 at 2.42e+08 	Fold #5 Rep #1 pred log like = 759.898
+#&gt; Running at Laplace(9.09091e-05) None  Grid-point #10 at 2.42e+08 	Fold #6 Rep #1 pred log like = 779.094
+#&gt; Running at Laplace(9.09091e-05) None  Grid-point #10 at 2.42e+08 	Fold #7 Rep #1 pred log like = 791.452
+#&gt; Running at Laplace(9.09091e-05) None  Grid-point #10 at 2.42e+08 	Fold #8 Rep #1 pred log like = 885.139
+#&gt; Running at Laplace(9.09091e-05) None  Grid-point #10 at 2.42e+08 	Fold #9 Rep #1 pred log like = 848.121
+#&gt; Running at Laplace(9.09091e-05) None  Grid-point #10 at 2.42e+08 	Fold #10 Rep #1 pred log like = 706.01
+#&gt; AvgPred = 783.143 with stdev = 89.2332
 #&gt; Completed at 2.42e+08
 #&gt; Next point at 2.42e+09 with value 0 and continue = 1
-#&gt; search[ 0.242 ] = 783.195(39.4456)
-#&gt; search[ 2.42 ] = 783.196(39.4475)
-#&gt; search[ 24.2 ] = 783.196(39.4481)
-#&gt; search[ 242 ] = 783.196(39.4483)
-#&gt; search[ 2420 ] = 783.196(39.4484)
-#&gt; search[ 24200 ] = 783.196(39.4484)
-#&gt; search[ 242000 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+06 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+07 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+08 ] = 783.196(39.4484)
+#&gt; search[ 0.242 ] = 783.141(89.2243)
+#&gt; search[ 2.42 ] = 783.142(89.2304)
+#&gt; search[ 24.2 ] = 783.142(89.2323)
+#&gt; search[ 242 ] = 783.143(89.233)
+#&gt; search[ 2420 ] = 783.143(89.2332)
+#&gt; search[ 24200 ] = 783.143(89.2332)
+#&gt; search[ 242000 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+06 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+07 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+08 ] = 783.143(89.2332)
 #&gt; 
-#&gt; Running at Laplace(2.8748e-05) None  Grid-point #11 at 2.42e+09 	Fold #1 Rep #1 pred log like = 793.773
-#&gt; Running at Laplace(2.8748e-05) None  Grid-point #11 at 2.42e+09 	Fold #2 Rep #1 pred log like = 828.322
-#&gt; Running at Laplace(2.8748e-05) None  Grid-point #11 at 2.42e+09 	Fold #3 Rep #1 pred log like = 762.021
-#&gt; Running at Laplace(2.8748e-05) None  Grid-point #11 at 2.42e+09 	Fold #4 Rep #1 pred log like = 837.878
-#&gt; Running at Laplace(2.8748e-05) None  Grid-point #11 at 2.42e+09 	Fold #5 Rep #1 pred log like = 703.023
-#&gt; Running at Laplace(2.8748e-05) None  Grid-point #11 at 2.42e+09 	Fold #6 Rep #1 pred log like = 739.408
-#&gt; Running at Laplace(2.8748e-05) None  Grid-point #11 at 2.42e+09 	Fold #7 Rep #1 pred log like = 784.394
-#&gt; Running at Laplace(2.8748e-05) None  Grid-point #11 at 2.42e+09 	Fold #8 Rep #1 pred log like = 808.535
-#&gt; Running at Laplace(2.8748e-05) None  Grid-point #11 at 2.42e+09 	Fold #9 Rep #1 pred log like = 809.128
-#&gt; Running at Laplace(2.8748e-05) None  Grid-point #11 at 2.42e+09 	Fold #10 Rep #1 pred log like = 765.477
-#&gt; AvgPred = 783.196 with stdev = 39.4484
+#&gt; Running at Laplace(2.8748e-05) None  Grid-point #11 at 2.42e+09 	Fold #1 Rep #1 pred log like = 661.941
+#&gt; Running at Laplace(2.8748e-05) None  Grid-point #11 at 2.42e+09 	Fold #2 Rep #1 pred log like = 634.978
+#&gt; Running at Laplace(2.8748e-05) None  Grid-point #11 at 2.42e+09 	Fold #3 Rep #1 pred log like = 850.148
+#&gt; Running at Laplace(2.8748e-05) None  Grid-point #11 at 2.42e+09 	Fold #4 Rep #1 pred log like = 914.645
+#&gt; Running at Laplace(2.8748e-05) None  Grid-point #11 at 2.42e+09 	Fold #5 Rep #1 pred log like = 759.898
+#&gt; Running at Laplace(2.8748e-05) None  Grid-point #11 at 2.42e+09 	Fold #6 Rep #1 pred log like = 779.094
+#&gt; Running at Laplace(2.8748e-05) None  Grid-point #11 at 2.42e+09 	Fold #7 Rep #1 pred log like = 791.452
+#&gt; Running at Laplace(2.8748e-05) None  Grid-point #11 at 2.42e+09 	Fold #8 Rep #1 pred log like = 885.139
+#&gt; Running at Laplace(2.8748e-05) None  Grid-point #11 at 2.42e+09 	Fold #9 Rep #1 pred log like = 848.121
+#&gt; Running at Laplace(2.8748e-05) None  Grid-point #11 at 2.42e+09 	Fold #10 Rep #1 pred log like = 706.01
+#&gt; AvgPred = 783.143 with stdev = 89.2332
 #&gt; Completed at 2.42e+09
 #&gt; Next point at 2.42e+10 with value 0 and continue = 1
-#&gt; search[ 0.242 ] = 783.195(39.4456)
-#&gt; search[ 2.42 ] = 783.196(39.4475)
-#&gt; search[ 24.2 ] = 783.196(39.4481)
-#&gt; search[ 242 ] = 783.196(39.4483)
-#&gt; search[ 2420 ] = 783.196(39.4484)
-#&gt; search[ 24200 ] = 783.196(39.4484)
-#&gt; search[ 242000 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+06 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+07 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+08 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+09 ] = 783.196(39.4484)
+#&gt; search[ 0.242 ] = 783.141(89.2243)
+#&gt; search[ 2.42 ] = 783.142(89.2304)
+#&gt; search[ 24.2 ] = 783.142(89.2323)
+#&gt; search[ 242 ] = 783.143(89.233)
+#&gt; search[ 2420 ] = 783.143(89.2332)
+#&gt; search[ 24200 ] = 783.143(89.2332)
+#&gt; search[ 242000 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+06 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+07 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+08 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+09 ] = 783.143(89.2332)
 #&gt; 
-#&gt; Running at Laplace(9.09091e-06) None  Grid-point #12 at 2.42e+10 	Fold #1 Rep #1 pred log like = 793.773
-#&gt; Running at Laplace(9.09091e-06) None  Grid-point #12 at 2.42e+10 	Fold #2 Rep #1 pred log like = 828.322
-#&gt; Running at Laplace(9.09091e-06) None  Grid-point #12 at 2.42e+10 	Fold #3 Rep #1 pred log like = 762.021
-#&gt; Running at Laplace(9.09091e-06) None  Grid-point #12 at 2.42e+10 	Fold #4 Rep #1 pred log like = 837.878
-#&gt; Running at Laplace(9.09091e-06) None  Grid-point #12 at 2.42e+10 	Fold #5 Rep #1 pred log like = 703.023
-#&gt; Running at Laplace(9.09091e-06) None  Grid-point #12 at 2.42e+10 	Fold #6 Rep #1 pred log like = 739.408
-#&gt; Running at Laplace(9.09091e-06) None  Grid-point #12 at 2.42e+10 	Fold #7 Rep #1 pred log like = 784.394
-#&gt; Running at Laplace(9.09091e-06) None  Grid-point #12 at 2.42e+10 	Fold #8 Rep #1 pred log like = 808.535
-#&gt; Running at Laplace(9.09091e-06) None  Grid-point #12 at 2.42e+10 	Fold #9 Rep #1 pred log like = 809.128
-#&gt; Running at Laplace(9.09091e-06) None  Grid-point #12 at 2.42e+10 	Fold #10 Rep #1 pred log like = 765.477
-#&gt; AvgPred = 783.196 with stdev = 39.4484
+#&gt; Running at Laplace(9.09091e-06) None  Grid-point #12 at 2.42e+10 	Fold #1 Rep #1 pred log like = 661.941
+#&gt; Running at Laplace(9.09091e-06) None  Grid-point #12 at 2.42e+10 	Fold #2 Rep #1 pred log like = 634.978
+#&gt; Running at Laplace(9.09091e-06) None  Grid-point #12 at 2.42e+10 	Fold #3 Rep #1 pred log like = 850.148
+#&gt; Running at Laplace(9.09091e-06) None  Grid-point #12 at 2.42e+10 	Fold #4 Rep #1 pred log like = 914.645
+#&gt; Running at Laplace(9.09091e-06) None  Grid-point #12 at 2.42e+10 	Fold #5 Rep #1 pred log like = 759.898
+#&gt; Running at Laplace(9.09091e-06) None  Grid-point #12 at 2.42e+10 	Fold #6 Rep #1 pred log like = 779.094
+#&gt; Running at Laplace(9.09091e-06) None  Grid-point #12 at 2.42e+10 	Fold #7 Rep #1 pred log like = 791.452
+#&gt; Running at Laplace(9.09091e-06) None  Grid-point #12 at 2.42e+10 	Fold #8 Rep #1 pred log like = 885.139
+#&gt; Running at Laplace(9.09091e-06) None  Grid-point #12 at 2.42e+10 	Fold #9 Rep #1 pred log like = 848.121
+#&gt; Running at Laplace(9.09091e-06) None  Grid-point #12 at 2.42e+10 	Fold #10 Rep #1 pred log like = 706.01
+#&gt; AvgPred = 783.143 with stdev = 89.2332
 #&gt; Completed at 2.42e+10
 #&gt; Next point at 2.42e+11 with value 0 and continue = 1
-#&gt; search[ 0.242 ] = 783.195(39.4456)
-#&gt; search[ 2.42 ] = 783.196(39.4475)
-#&gt; search[ 24.2 ] = 783.196(39.4481)
-#&gt; search[ 242 ] = 783.196(39.4483)
-#&gt; search[ 2420 ] = 783.196(39.4484)
-#&gt; search[ 24200 ] = 783.196(39.4484)
-#&gt; search[ 242000 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+06 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+07 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+08 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+09 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+10 ] = 783.196(39.4484)
+#&gt; search[ 0.242 ] = 783.141(89.2243)
+#&gt; search[ 2.42 ] = 783.142(89.2304)
+#&gt; search[ 24.2 ] = 783.142(89.2323)
+#&gt; search[ 242 ] = 783.143(89.233)
+#&gt; search[ 2420 ] = 783.143(89.2332)
+#&gt; search[ 24200 ] = 783.143(89.2332)
+#&gt; search[ 242000 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+06 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+07 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+08 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+09 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+10 ] = 783.143(89.2332)
 #&gt; 
-#&gt; Running at Laplace(2.8748e-06) None  Grid-point #13 at 2.42e+11 	Fold #1 Rep #1 pred log like = 793.773
-#&gt; Running at Laplace(2.8748e-06) None  Grid-point #13 at 2.42e+11 	Fold #2 Rep #1 pred log like = 828.322
-#&gt; Running at Laplace(2.8748e-06) None  Grid-point #13 at 2.42e+11 	Fold #3 Rep #1 pred log like = 762.021
-#&gt; Running at Laplace(2.8748e-06) None  Grid-point #13 at 2.42e+11 	Fold #4 Rep #1 pred log like = 837.878
-#&gt; Running at Laplace(2.8748e-06) None  Grid-point #13 at 2.42e+11 	Fold #5 Rep #1 pred log like = 703.023
-#&gt; Running at Laplace(2.8748e-06) None  Grid-point #13 at 2.42e+11 	Fold #6 Rep #1 pred log like = 739.408
-#&gt; Running at Laplace(2.8748e-06) None  Grid-point #13 at 2.42e+11 	Fold #7 Rep #1 pred log like = 784.394
-#&gt; Running at Laplace(2.8748e-06) None  Grid-point #13 at 2.42e+11 	Fold #8 Rep #1 pred log like = 808.535
-#&gt; Running at Laplace(2.8748e-06) None  Grid-point #13 at 2.42e+11 	Fold #9 Rep #1 pred log like = 809.128
-#&gt; Running at Laplace(2.8748e-06) None  Grid-point #13 at 2.42e+11 	Fold #10 Rep #1 pred log like = 765.477
-#&gt; AvgPred = 783.196 with stdev = 39.4484
+#&gt; Running at Laplace(2.8748e-06) None  Grid-point #13 at 2.42e+11 	Fold #1 Rep #1 pred log like = 661.941
+#&gt; Running at Laplace(2.8748e-06) None  Grid-point #13 at 2.42e+11 	Fold #2 Rep #1 pred log like = 634.978
+#&gt; Running at Laplace(2.8748e-06) None  Grid-point #13 at 2.42e+11 	Fold #3 Rep #1 pred log like = 850.148
+#&gt; Running at Laplace(2.8748e-06) None  Grid-point #13 at 2.42e+11 	Fold #4 Rep #1 pred log like = 914.645
+#&gt; Running at Laplace(2.8748e-06) None  Grid-point #13 at 2.42e+11 	Fold #5 Rep #1 pred log like = 759.898
+#&gt; Running at Laplace(2.8748e-06) None  Grid-point #13 at 2.42e+11 	Fold #6 Rep #1 pred log like = 779.094
+#&gt; Running at Laplace(2.8748e-06) None  Grid-point #13 at 2.42e+11 	Fold #7 Rep #1 pred log like = 791.452
+#&gt; Running at Laplace(2.8748e-06) None  Grid-point #13 at 2.42e+11 	Fold #8 Rep #1 pred log like = 885.139
+#&gt; Running at Laplace(2.8748e-06) None  Grid-point #13 at 2.42e+11 	Fold #9 Rep #1 pred log like = 848.121
+#&gt; Running at Laplace(2.8748e-06) None  Grid-point #13 at 2.42e+11 	Fold #10 Rep #1 pred log like = 706.01
+#&gt; AvgPred = 783.143 with stdev = 89.2332
 #&gt; Completed at 2.42e+11
 #&gt; Next point at 2.42e+12 with value 0 and continue = 1
-#&gt; search[ 0.242 ] = 783.195(39.4456)
-#&gt; search[ 2.42 ] = 783.196(39.4475)
-#&gt; search[ 24.2 ] = 783.196(39.4481)
-#&gt; search[ 242 ] = 783.196(39.4483)
-#&gt; search[ 2420 ] = 783.196(39.4484)
-#&gt; search[ 24200 ] = 783.196(39.4484)
-#&gt; search[ 242000 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+06 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+07 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+08 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+09 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+10 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+11 ] = 783.196(39.4484)
+#&gt; search[ 0.242 ] = 783.141(89.2243)
+#&gt; search[ 2.42 ] = 783.142(89.2304)
+#&gt; search[ 24.2 ] = 783.142(89.2323)
+#&gt; search[ 242 ] = 783.143(89.233)
+#&gt; search[ 2420 ] = 783.143(89.2332)
+#&gt; search[ 24200 ] = 783.143(89.2332)
+#&gt; search[ 242000 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+06 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+07 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+08 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+09 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+10 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+11 ] = 783.143(89.2332)
 #&gt; 
-#&gt; Running at Laplace(9.09091e-07) None  Grid-point #14 at 2.42e+12 	Fold #1 Rep #1 pred log like = 793.773
-#&gt; Running at Laplace(9.09091e-07) None  Grid-point #14 at 2.42e+12 	Fold #2 Rep #1 pred log like = 828.322
-#&gt; Running at Laplace(9.09091e-07) None  Grid-point #14 at 2.42e+12 	Fold #3 Rep #1 pred log like = 762.021
-#&gt; Running at Laplace(9.09091e-07) None  Grid-point #14 at 2.42e+12 	Fold #4 Rep #1 pred log like = 837.878
-#&gt; Running at Laplace(9.09091e-07) None  Grid-point #14 at 2.42e+12 	Fold #5 Rep #1 pred log like = 703.023
-#&gt; Running at Laplace(9.09091e-07) None  Grid-point #14 at 2.42e+12 	Fold #6 Rep #1 pred log like = 739.408
-#&gt; Running at Laplace(9.09091e-07) None  Grid-point #14 at 2.42e+12 	Fold #7 Rep #1 pred log like = 784.394
-#&gt; Running at Laplace(9.09091e-07) None  Grid-point #14 at 2.42e+12 	Fold #8 Rep #1 pred log like = 808.535
-#&gt; Running at Laplace(9.09091e-07) None  Grid-point #14 at 2.42e+12 	Fold #9 Rep #1 pred log like = 809.128
-#&gt; Running at Laplace(9.09091e-07) None  Grid-point #14 at 2.42e+12 	Fold #10 Rep #1 pred log like = 765.477
-#&gt; AvgPred = 783.196 with stdev = 39.4484
+#&gt; Running at Laplace(9.09091e-07) None  Grid-point #14 at 2.42e+12 	Fold #1 Rep #1 pred log like = 661.941
+#&gt; Running at Laplace(9.09091e-07) None  Grid-point #14 at 2.42e+12 	Fold #2 Rep #1 pred log like = 634.978
+#&gt; Running at Laplace(9.09091e-07) None  Grid-point #14 at 2.42e+12 	Fold #3 Rep #1 pred log like = 850.148
+#&gt; Running at Laplace(9.09091e-07) None  Grid-point #14 at 2.42e+12 	Fold #4 Rep #1 pred log like = 914.645
+#&gt; Running at Laplace(9.09091e-07) None  Grid-point #14 at 2.42e+12 	Fold #5 Rep #1 pred log like = 759.898
+#&gt; Running at Laplace(9.09091e-07) None  Grid-point #14 at 2.42e+12 	Fold #6 Rep #1 pred log like = 779.094
+#&gt; Running at Laplace(9.09091e-07) None  Grid-point #14 at 2.42e+12 	Fold #7 Rep #1 pred log like = 791.452
+#&gt; Running at Laplace(9.09091e-07) None  Grid-point #14 at 2.42e+12 	Fold #8 Rep #1 pred log like = 885.139
+#&gt; Running at Laplace(9.09091e-07) None  Grid-point #14 at 2.42e+12 	Fold #9 Rep #1 pred log like = 848.121
+#&gt; Running at Laplace(9.09091e-07) None  Grid-point #14 at 2.42e+12 	Fold #10 Rep #1 pred log like = 706.01
+#&gt; AvgPred = 783.143 with stdev = 89.2332
 #&gt; Completed at 2.42e+12
 #&gt; Next point at 2.42e+13 with value 0 and continue = 1
-#&gt; search[ 0.242 ] = 783.195(39.4456)
-#&gt; search[ 2.42 ] = 783.196(39.4475)
-#&gt; search[ 24.2 ] = 783.196(39.4481)
-#&gt; search[ 242 ] = 783.196(39.4483)
-#&gt; search[ 2420 ] = 783.196(39.4484)
-#&gt; search[ 24200 ] = 783.196(39.4484)
-#&gt; search[ 242000 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+06 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+07 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+08 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+09 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+10 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+11 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+12 ] = 783.196(39.4484)
+#&gt; search[ 0.242 ] = 783.141(89.2243)
+#&gt; search[ 2.42 ] = 783.142(89.2304)
+#&gt; search[ 24.2 ] = 783.142(89.2323)
+#&gt; search[ 242 ] = 783.143(89.233)
+#&gt; search[ 2420 ] = 783.143(89.2332)
+#&gt; search[ 24200 ] = 783.143(89.2332)
+#&gt; search[ 242000 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+06 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+07 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+08 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+09 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+10 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+11 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+12 ] = 783.143(89.2332)
 #&gt; 
-#&gt; Running at Laplace(2.8748e-07) None  Grid-point #15 at 2.42e+13 	Fold #1 Rep #1 pred log like = 793.773
-#&gt; Running at Laplace(2.8748e-07) None  Grid-point #15 at 2.42e+13 	Fold #2 Rep #1 pred log like = 828.322
-#&gt; Running at Laplace(2.8748e-07) None  Grid-point #15 at 2.42e+13 	Fold #3 Rep #1 pred log like = 762.021
-#&gt; Running at Laplace(2.8748e-07) None  Grid-point #15 at 2.42e+13 	Fold #4 Rep #1 pred log like = 837.878
-#&gt; Running at Laplace(2.8748e-07) None  Grid-point #15 at 2.42e+13 	Fold #5 Rep #1 pred log like = 703.023
-#&gt; Running at Laplace(2.8748e-07) None  Grid-point #15 at 2.42e+13 	Fold #6 Rep #1 pred log like = 739.408
-#&gt; Running at Laplace(2.8748e-07) None  Grid-point #15 at 2.42e+13 	Fold #7 Rep #1 pred log like = 784.394
-#&gt; Running at Laplace(2.8748e-07) None  Grid-point #15 at 2.42e+13 	Fold #8 Rep #1 pred log like = 808.535
-#&gt; Running at Laplace(2.8748e-07) None  Grid-point #15 at 2.42e+13 	Fold #9 Rep #1 pred log like = 809.128
-#&gt; Running at Laplace(2.8748e-07) None  Grid-point #15 at 2.42e+13 	Fold #10 Rep #1 pred log like = 765.477
-#&gt; AvgPred = 783.196 with stdev = 39.4484
+#&gt; Running at Laplace(2.8748e-07) None  Grid-point #15 at 2.42e+13 	Fold #1 Rep #1 pred log like = 661.941
+#&gt; Running at Laplace(2.8748e-07) None  Grid-point #15 at 2.42e+13 	Fold #2 Rep #1 pred log like = 634.978
+#&gt; Running at Laplace(2.8748e-07) None  Grid-point #15 at 2.42e+13 	Fold #3 Rep #1 pred log like = 850.148
+#&gt; Running at Laplace(2.8748e-07) None  Grid-point #15 at 2.42e+13 	Fold #4 Rep #1 pred log like = 914.645
+#&gt; Running at Laplace(2.8748e-07) None  Grid-point #15 at 2.42e+13 	Fold #5 Rep #1 pred log like = 759.898
+#&gt; Running at Laplace(2.8748e-07) None  Grid-point #15 at 2.42e+13 	Fold #6 Rep #1 pred log like = 779.094
+#&gt; Running at Laplace(2.8748e-07) None  Grid-point #15 at 2.42e+13 	Fold #7 Rep #1 pred log like = 791.452
+#&gt; Running at Laplace(2.8748e-07) None  Grid-point #15 at 2.42e+13 	Fold #8 Rep #1 pred log like = 885.139
+#&gt; Running at Laplace(2.8748e-07) None  Grid-point #15 at 2.42e+13 	Fold #9 Rep #1 pred log like = 848.121
+#&gt; Running at Laplace(2.8748e-07) None  Grid-point #15 at 2.42e+13 	Fold #10 Rep #1 pred log like = 706.01
+#&gt; AvgPred = 783.143 with stdev = 89.2332
 #&gt; Completed at 2.42e+13
 #&gt; Next point at 2.42e+14 with value 0 and continue = 1
-#&gt; search[ 0.242 ] = 783.195(39.4456)
-#&gt; search[ 2.42 ] = 783.196(39.4475)
-#&gt; search[ 24.2 ] = 783.196(39.4481)
-#&gt; search[ 242 ] = 783.196(39.4483)
-#&gt; search[ 2420 ] = 783.196(39.4484)
-#&gt; search[ 24200 ] = 783.196(39.4484)
-#&gt; search[ 242000 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+06 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+07 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+08 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+09 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+10 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+11 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+12 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+13 ] = 783.196(39.4484)
+#&gt; search[ 0.242 ] = 783.141(89.2243)
+#&gt; search[ 2.42 ] = 783.142(89.2304)
+#&gt; search[ 24.2 ] = 783.142(89.2323)
+#&gt; search[ 242 ] = 783.143(89.233)
+#&gt; search[ 2420 ] = 783.143(89.2332)
+#&gt; search[ 24200 ] = 783.143(89.2332)
+#&gt; search[ 242000 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+06 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+07 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+08 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+09 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+10 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+11 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+12 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+13 ] = 783.143(89.2332)
 #&gt; 
-#&gt; Running at Laplace(9.09091e-08) None  Grid-point #16 at 2.42e+14 	Fold #1 Rep #1 pred log like = 793.773
-#&gt; Running at Laplace(9.09091e-08) None  Grid-point #16 at 2.42e+14 	Fold #2 Rep #1 pred log like = 828.322
-#&gt; Running at Laplace(9.09091e-08) None  Grid-point #16 at 2.42e+14 	Fold #3 Rep #1 pred log like = 762.021
-#&gt; Running at Laplace(9.09091e-08) None  Grid-point #16 at 2.42e+14 	Fold #4 Rep #1 pred log like = 837.878
-#&gt; Running at Laplace(9.09091e-08) None  Grid-point #16 at 2.42e+14 	Fold #5 Rep #1 pred log like = 703.023
-#&gt; Running at Laplace(9.09091e-08) None  Grid-point #16 at 2.42e+14 	Fold #6 Rep #1 pred log like = 739.408
-#&gt; Running at Laplace(9.09091e-08) None  Grid-point #16 at 2.42e+14 	Fold #7 Rep #1 pred log like = 784.394
-#&gt; Running at Laplace(9.09091e-08) None  Grid-point #16 at 2.42e+14 	Fold #8 Rep #1 pred log like = 808.535
-#&gt; Running at Laplace(9.09091e-08) None  Grid-point #16 at 2.42e+14 	Fold #9 Rep #1 pred log like = 809.128
-#&gt; Running at Laplace(9.09091e-08) None  Grid-point #16 at 2.42e+14 	Fold #10 Rep #1 pred log like = 765.477
-#&gt; AvgPred = 783.196 with stdev = 39.4484
+#&gt; Running at Laplace(9.09091e-08) None  Grid-point #16 at 2.42e+14 	Fold #1 Rep #1 pred log like = 661.941
+#&gt; Running at Laplace(9.09091e-08) None  Grid-point #16 at 2.42e+14 	Fold #2 Rep #1 pred log like = 634.978
+#&gt; Running at Laplace(9.09091e-08) None  Grid-point #16 at 2.42e+14 	Fold #3 Rep #1 pred log like = 850.148
+#&gt; Running at Laplace(9.09091e-08) None  Grid-point #16 at 2.42e+14 	Fold #4 Rep #1 pred log like = 914.645
+#&gt; Running at Laplace(9.09091e-08) None  Grid-point #16 at 2.42e+14 	Fold #5 Rep #1 pred log like = 759.898
+#&gt; Running at Laplace(9.09091e-08) None  Grid-point #16 at 2.42e+14 	Fold #6 Rep #1 pred log like = 779.094
+#&gt; Running at Laplace(9.09091e-08) None  Grid-point #16 at 2.42e+14 	Fold #7 Rep #1 pred log like = 791.452
+#&gt; Running at Laplace(9.09091e-08) None  Grid-point #16 at 2.42e+14 	Fold #8 Rep #1 pred log like = 885.139
+#&gt; Running at Laplace(9.09091e-08) None  Grid-point #16 at 2.42e+14 	Fold #9 Rep #1 pred log like = 848.121
+#&gt; Running at Laplace(9.09091e-08) None  Grid-point #16 at 2.42e+14 	Fold #10 Rep #1 pred log like = 706.01
+#&gt; AvgPred = 783.143 with stdev = 89.2332
 #&gt; Completed at 2.42e+14
 #&gt; Next point at 2.42e+15 with value 0 and continue = 1
-#&gt; search[ 0.242 ] = 783.195(39.4456)
-#&gt; search[ 2.42 ] = 783.196(39.4475)
-#&gt; search[ 24.2 ] = 783.196(39.4481)
-#&gt; search[ 242 ] = 783.196(39.4483)
-#&gt; search[ 2420 ] = 783.196(39.4484)
-#&gt; search[ 24200 ] = 783.196(39.4484)
-#&gt; search[ 242000 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+06 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+07 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+08 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+09 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+10 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+11 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+12 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+13 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+14 ] = 783.196(39.4484)
+#&gt; search[ 0.242 ] = 783.141(89.2243)
+#&gt; search[ 2.42 ] = 783.142(89.2304)
+#&gt; search[ 24.2 ] = 783.142(89.2323)
+#&gt; search[ 242 ] = 783.143(89.233)
+#&gt; search[ 2420 ] = 783.143(89.2332)
+#&gt; search[ 24200 ] = 783.143(89.2332)
+#&gt; search[ 242000 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+06 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+07 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+08 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+09 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+10 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+11 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+12 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+13 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+14 ] = 783.143(89.2332)
 #&gt; 
-#&gt; Running at Laplace(2.8748e-08) None  Grid-point #17 at 2.42e+15 	Fold #1 Rep #1 pred log like = 793.773
-#&gt; Running at Laplace(2.8748e-08) None  Grid-point #17 at 2.42e+15 	Fold #2 Rep #1 pred log like = 828.322
-#&gt; Running at Laplace(2.8748e-08) None  Grid-point #17 at 2.42e+15 	Fold #3 Rep #1 pred log like = 762.021
-#&gt; Running at Laplace(2.8748e-08) None  Grid-point #17 at 2.42e+15 	Fold #4 Rep #1 pred log like = 837.878
-#&gt; Running at Laplace(2.8748e-08) None  Grid-point #17 at 2.42e+15 	Fold #5 Rep #1 pred log like = 703.023
-#&gt; Running at Laplace(2.8748e-08) None  Grid-point #17 at 2.42e+15 	Fold #6 Rep #1 pred log like = 739.408
-#&gt; Running at Laplace(2.8748e-08) None  Grid-point #17 at 2.42e+15 	Fold #7 Rep #1 pred log like = 784.394
-#&gt; Running at Laplace(2.8748e-08) None  Grid-point #17 at 2.42e+15 	Fold #8 Rep #1 pred log like = 808.535
-#&gt; Running at Laplace(2.8748e-08) None  Grid-point #17 at 2.42e+15 	Fold #9 Rep #1 pred log like = 809.128
-#&gt; Running at Laplace(2.8748e-08) None  Grid-point #17 at 2.42e+15 	Fold #10 Rep #1 pred log like = 765.477
-#&gt; AvgPred = 783.196 with stdev = 39.4484
+#&gt; Running at Laplace(2.8748e-08) None  Grid-point #17 at 2.42e+15 	Fold #1 Rep #1 pred log like = 661.941
+#&gt; Running at Laplace(2.8748e-08) None  Grid-point #17 at 2.42e+15 	Fold #2 Rep #1 pred log like = 634.978
+#&gt; Running at Laplace(2.8748e-08) None  Grid-point #17 at 2.42e+15 	Fold #3 Rep #1 pred log like = 850.148
+#&gt; Running at Laplace(2.8748e-08) None  Grid-point #17 at 2.42e+15 	Fold #4 Rep #1 pred log like = 914.645
+#&gt; Running at Laplace(2.8748e-08) None  Grid-point #17 at 2.42e+15 	Fold #5 Rep #1 pred log like = 759.898
+#&gt; Running at Laplace(2.8748e-08) None  Grid-point #17 at 2.42e+15 	Fold #6 Rep #1 pred log like = 779.094
+#&gt; Running at Laplace(2.8748e-08) None  Grid-point #17 at 2.42e+15 	Fold #7 Rep #1 pred log like = 791.452
+#&gt; Running at Laplace(2.8748e-08) None  Grid-point #17 at 2.42e+15 	Fold #8 Rep #1 pred log like = 885.139
+#&gt; Running at Laplace(2.8748e-08) None  Grid-point #17 at 2.42e+15 	Fold #9 Rep #1 pred log like = 848.121
+#&gt; Running at Laplace(2.8748e-08) None  Grid-point #17 at 2.42e+15 	Fold #10 Rep #1 pred log like = 706.01
+#&gt; AvgPred = 783.143 with stdev = 89.2332
 #&gt; Completed at 2.42e+15
 #&gt; Next point at 2.42e+16 with value 0 and continue = 1
-#&gt; search[ 0.242 ] = 783.195(39.4456)
-#&gt; search[ 2.42 ] = 783.196(39.4475)
-#&gt; search[ 24.2 ] = 783.196(39.4481)
-#&gt; search[ 242 ] = 783.196(39.4483)
-#&gt; search[ 2420 ] = 783.196(39.4484)
-#&gt; search[ 24200 ] = 783.196(39.4484)
-#&gt; search[ 242000 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+06 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+07 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+08 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+09 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+10 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+11 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+12 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+13 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+14 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+15 ] = 783.196(39.4484)
+#&gt; search[ 0.242 ] = 783.141(89.2243)
+#&gt; search[ 2.42 ] = 783.142(89.2304)
+#&gt; search[ 24.2 ] = 783.142(89.2323)
+#&gt; search[ 242 ] = 783.143(89.233)
+#&gt; search[ 2420 ] = 783.143(89.2332)
+#&gt; search[ 24200 ] = 783.143(89.2332)
+#&gt; search[ 242000 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+06 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+07 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+08 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+09 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+10 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+11 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+12 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+13 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+14 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+15 ] = 783.143(89.2332)
 #&gt; 
-#&gt; Running at Laplace(9.09091e-09) None  Grid-point #18 at 2.42e+16 	Fold #1 Rep #1 pred log like = 793.773
-#&gt; Running at Laplace(9.09091e-09) None  Grid-point #18 at 2.42e+16 	Fold #2 Rep #1 pred log like = 828.322
-#&gt; Running at Laplace(9.09091e-09) None  Grid-point #18 at 2.42e+16 	Fold #3 Rep #1 pred log like = 762.021
-#&gt; Running at Laplace(9.09091e-09) None  Grid-point #18 at 2.42e+16 	Fold #4 Rep #1 pred log like = 837.878
-#&gt; Running at Laplace(9.09091e-09) None  Grid-point #18 at 2.42e+16 	Fold #5 Rep #1 pred log like = 703.023
-#&gt; Running at Laplace(9.09091e-09) None  Grid-point #18 at 2.42e+16 	Fold #6 Rep #1 pred log like = 739.408
-#&gt; Running at Laplace(9.09091e-09) None  Grid-point #18 at 2.42e+16 	Fold #7 Rep #1 pred log like = 784.394
-#&gt; Running at Laplace(9.09091e-09) None  Grid-point #18 at 2.42e+16 	Fold #8 Rep #1 pred log like = 808.535
-#&gt; Running at Laplace(9.09091e-09) None  Grid-point #18 at 2.42e+16 	Fold #9 Rep #1 pred log like = 809.128
-#&gt; Running at Laplace(9.09091e-09) None  Grid-point #18 at 2.42e+16 	Fold #10 Rep #1 pred log like = 765.477
-#&gt; AvgPred = 783.196 with stdev = 39.4484
+#&gt; Running at Laplace(9.09091e-09) None  Grid-point #18 at 2.42e+16 	Fold #1 Rep #1 pred log like = 661.941
+#&gt; Running at Laplace(9.09091e-09) None  Grid-point #18 at 2.42e+16 	Fold #2 Rep #1 pred log like = 634.978
+#&gt; Running at Laplace(9.09091e-09) None  Grid-point #18 at 2.42e+16 	Fold #3 Rep #1 pred log like = 850.148
+#&gt; Running at Laplace(9.09091e-09) None  Grid-point #18 at 2.42e+16 	Fold #4 Rep #1 pred log like = 914.645
+#&gt; Running at Laplace(9.09091e-09) None  Grid-point #18 at 2.42e+16 	Fold #5 Rep #1 pred log like = 759.898
+#&gt; Running at Laplace(9.09091e-09) None  Grid-point #18 at 2.42e+16 	Fold #6 Rep #1 pred log like = 779.094
+#&gt; Running at Laplace(9.09091e-09) None  Grid-point #18 at 2.42e+16 	Fold #7 Rep #1 pred log like = 791.452
+#&gt; Running at Laplace(9.09091e-09) None  Grid-point #18 at 2.42e+16 	Fold #8 Rep #1 pred log like = 885.139
+#&gt; Running at Laplace(9.09091e-09) None  Grid-point #18 at 2.42e+16 	Fold #9 Rep #1 pred log like = 848.121
+#&gt; Running at Laplace(9.09091e-09) None  Grid-point #18 at 2.42e+16 	Fold #10 Rep #1 pred log like = 706.01
+#&gt; AvgPred = 783.143 with stdev = 89.2332
 #&gt; Completed at 2.42e+16
 #&gt; Next point at 2.42e+17 with value 0 and continue = 1
-#&gt; search[ 0.242 ] = 783.195(39.4456)
-#&gt; search[ 2.42 ] = 783.196(39.4475)
-#&gt; search[ 24.2 ] = 783.196(39.4481)
-#&gt; search[ 242 ] = 783.196(39.4483)
-#&gt; search[ 2420 ] = 783.196(39.4484)
-#&gt; search[ 24200 ] = 783.196(39.4484)
-#&gt; search[ 242000 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+06 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+07 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+08 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+09 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+10 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+11 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+12 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+13 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+14 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+15 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+16 ] = 783.196(39.4484)
+#&gt; search[ 0.242 ] = 783.141(89.2243)
+#&gt; search[ 2.42 ] = 783.142(89.2304)
+#&gt; search[ 24.2 ] = 783.142(89.2323)
+#&gt; search[ 242 ] = 783.143(89.233)
+#&gt; search[ 2420 ] = 783.143(89.2332)
+#&gt; search[ 24200 ] = 783.143(89.2332)
+#&gt; search[ 242000 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+06 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+07 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+08 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+09 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+10 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+11 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+12 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+13 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+14 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+15 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+16 ] = 783.143(89.2332)
 #&gt; 
-#&gt; Running at Laplace(2.8748e-09) None  Grid-point #19 at 2.42e+17 	Fold #1 Rep #1 pred log like = 793.773
-#&gt; Running at Laplace(2.8748e-09) None  Grid-point #19 at 2.42e+17 	Fold #2 Rep #1 pred log like = 828.322
-#&gt; Running at Laplace(2.8748e-09) None  Grid-point #19 at 2.42e+17 	Fold #3 Rep #1 pred log like = 762.021
-#&gt; Running at Laplace(2.8748e-09) None  Grid-point #19 at 2.42e+17 	Fold #4 Rep #1 pred log like = 837.878
-#&gt; Running at Laplace(2.8748e-09) None  Grid-point #19 at 2.42e+17 	Fold #5 Rep #1 pred log like = 703.023
-#&gt; Running at Laplace(2.8748e-09) None  Grid-point #19 at 2.42e+17 	Fold #6 Rep #1 pred log like = 739.408
-#&gt; Running at Laplace(2.8748e-09) None  Grid-point #19 at 2.42e+17 	Fold #7 Rep #1 pred log like = 784.394
-#&gt; Running at Laplace(2.8748e-09) None  Grid-point #19 at 2.42e+17 	Fold #8 Rep #1 pred log like = 808.535
-#&gt; Running at Laplace(2.8748e-09) None  Grid-point #19 at 2.42e+17 	Fold #9 Rep #1 pred log like = 809.128
-#&gt; Running at Laplace(2.8748e-09) None  Grid-point #19 at 2.42e+17 	Fold #10 Rep #1 pred log like = 765.477
-#&gt; AvgPred = 783.196 with stdev = 39.4484
+#&gt; Running at Laplace(2.8748e-09) None  Grid-point #19 at 2.42e+17 	Fold #1 Rep #1 pred log like = 661.941
+#&gt; Running at Laplace(2.8748e-09) None  Grid-point #19 at 2.42e+17 	Fold #2 Rep #1 pred log like = 634.978
+#&gt; Running at Laplace(2.8748e-09) None  Grid-point #19 at 2.42e+17 	Fold #3 Rep #1 pred log like = 850.148
+#&gt; Running at Laplace(2.8748e-09) None  Grid-point #19 at 2.42e+17 	Fold #4 Rep #1 pred log like = 914.645
+#&gt; Running at Laplace(2.8748e-09) None  Grid-point #19 at 2.42e+17 	Fold #5 Rep #1 pred log like = 759.898
+#&gt; Running at Laplace(2.8748e-09) None  Grid-point #19 at 2.42e+17 	Fold #6 Rep #1 pred log like = 779.094
+#&gt; Running at Laplace(2.8748e-09) None  Grid-point #19 at 2.42e+17 	Fold #7 Rep #1 pred log like = 791.452
+#&gt; Running at Laplace(2.8748e-09) None  Grid-point #19 at 2.42e+17 	Fold #8 Rep #1 pred log like = 885.139
+#&gt; Running at Laplace(2.8748e-09) None  Grid-point #19 at 2.42e+17 	Fold #9 Rep #1 pred log like = 848.121
+#&gt; Running at Laplace(2.8748e-09) None  Grid-point #19 at 2.42e+17 	Fold #10 Rep #1 pred log like = 706.01
+#&gt; AvgPred = 783.143 with stdev = 89.2332
 #&gt; Completed at 2.42e+17
 #&gt; Next point at 2.42e+18 with value 0 and continue = 1
-#&gt; search[ 0.242 ] = 783.195(39.4456)
-#&gt; search[ 2.42 ] = 783.196(39.4475)
-#&gt; search[ 24.2 ] = 783.196(39.4481)
-#&gt; search[ 242 ] = 783.196(39.4483)
-#&gt; search[ 2420 ] = 783.196(39.4484)
-#&gt; search[ 24200 ] = 783.196(39.4484)
-#&gt; search[ 242000 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+06 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+07 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+08 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+09 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+10 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+11 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+12 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+13 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+14 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+15 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+16 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+17 ] = 783.196(39.4484)
+#&gt; search[ 0.242 ] = 783.141(89.2243)
+#&gt; search[ 2.42 ] = 783.142(89.2304)
+#&gt; search[ 24.2 ] = 783.142(89.2323)
+#&gt; search[ 242 ] = 783.143(89.233)
+#&gt; search[ 2420 ] = 783.143(89.2332)
+#&gt; search[ 24200 ] = 783.143(89.2332)
+#&gt; search[ 242000 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+06 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+07 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+08 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+09 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+10 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+11 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+12 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+13 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+14 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+15 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+16 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+17 ] = 783.143(89.2332)
 #&gt; 
-#&gt; Running at Laplace(9.09091e-10) None  Grid-point #20 at 2.42e+18 	Fold #1 Rep #1 pred log like = 793.773
-#&gt; Running at Laplace(9.09091e-10) None  Grid-point #20 at 2.42e+18 	Fold #2 Rep #1 pred log like = 828.322
-#&gt; Running at Laplace(9.09091e-10) None  Grid-point #20 at 2.42e+18 	Fold #3 Rep #1 pred log like = 762.021
-#&gt; Running at Laplace(9.09091e-10) None  Grid-point #20 at 2.42e+18 	Fold #4 Rep #1 pred log like = 837.878
-#&gt; Running at Laplace(9.09091e-10) None  Grid-point #20 at 2.42e+18 	Fold #5 Rep #1 pred log like = 703.023
-#&gt; Running at Laplace(9.09091e-10) None  Grid-point #20 at 2.42e+18 	Fold #6 Rep #1 pred log like = 739.408
-#&gt; Running at Laplace(9.09091e-10) None  Grid-point #20 at 2.42e+18 	Fold #7 Rep #1 pred log like = 784.394
-#&gt; Running at Laplace(9.09091e-10) None  Grid-point #20 at 2.42e+18 	Fold #8 Rep #1 pred log like = 808.535
-#&gt; Running at Laplace(9.09091e-10) None  Grid-point #20 at 2.42e+18 	Fold #9 Rep #1 pred log like = 809.128
-#&gt; Running at Laplace(9.09091e-10) None  Grid-point #20 at 2.42e+18 	Fold #10 Rep #1 pred log like = 765.477
-#&gt; AvgPred = 783.196 with stdev = 39.4484
+#&gt; Running at Laplace(9.09091e-10) None  Grid-point #20 at 2.42e+18 	Fold #1 Rep #1 pred log like = 661.941
+#&gt; Running at Laplace(9.09091e-10) None  Grid-point #20 at 2.42e+18 	Fold #2 Rep #1 pred log like = 634.978
+#&gt; Running at Laplace(9.09091e-10) None  Grid-point #20 at 2.42e+18 	Fold #3 Rep #1 pred log like = 850.148
+#&gt; Running at Laplace(9.09091e-10) None  Grid-point #20 at 2.42e+18 	Fold #4 Rep #1 pred log like = 914.645
+#&gt; Running at Laplace(9.09091e-10) None  Grid-point #20 at 2.42e+18 	Fold #5 Rep #1 pred log like = 759.898
+#&gt; Running at Laplace(9.09091e-10) None  Grid-point #20 at 2.42e+18 	Fold #6 Rep #1 pred log like = 779.094
+#&gt; Running at Laplace(9.09091e-10) None  Grid-point #20 at 2.42e+18 	Fold #7 Rep #1 pred log like = 791.452
+#&gt; Running at Laplace(9.09091e-10) None  Grid-point #20 at 2.42e+18 	Fold #8 Rep #1 pred log like = 885.139
+#&gt; Running at Laplace(9.09091e-10) None  Grid-point #20 at 2.42e+18 	Fold #9 Rep #1 pred log like = 848.121
+#&gt; Running at Laplace(9.09091e-10) None  Grid-point #20 at 2.42e+18 	Fold #10 Rep #1 pred log like = 706.01
+#&gt; AvgPred = 783.143 with stdev = 89.2332
 #&gt; Completed at 2.42e+18
 #&gt; Next point at 2.42e+19 with value 0 and continue = 1
-#&gt; search[ 0.242 ] = 783.195(39.4456)
-#&gt; search[ 2.42 ] = 783.196(39.4475)
-#&gt; search[ 24.2 ] = 783.196(39.4481)
-#&gt; search[ 242 ] = 783.196(39.4483)
-#&gt; search[ 2420 ] = 783.196(39.4484)
-#&gt; search[ 24200 ] = 783.196(39.4484)
-#&gt; search[ 242000 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+06 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+07 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+08 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+09 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+10 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+11 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+12 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+13 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+14 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+15 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+16 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+17 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+18 ] = 783.196(39.4484)
+#&gt; search[ 0.242 ] = 783.141(89.2243)
+#&gt; search[ 2.42 ] = 783.142(89.2304)
+#&gt; search[ 24.2 ] = 783.142(89.2323)
+#&gt; search[ 242 ] = 783.143(89.233)
+#&gt; search[ 2420 ] = 783.143(89.2332)
+#&gt; search[ 24200 ] = 783.143(89.2332)
+#&gt; search[ 242000 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+06 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+07 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+08 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+09 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+10 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+11 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+12 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+13 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+14 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+15 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+16 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+17 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+18 ] = 783.143(89.2332)
 #&gt; 
-#&gt; Running at Laplace(2.8748e-10) None  Grid-point #21 at 2.42e+19 	Fold #1 Rep #1 pred log like = 793.773
-#&gt; Running at Laplace(2.8748e-10) None  Grid-point #21 at 2.42e+19 	Fold #2 Rep #1 pred log like = 828.322
-#&gt; Running at Laplace(2.8748e-10) None  Grid-point #21 at 2.42e+19 	Fold #3 Rep #1 pred log like = 762.021
-#&gt; Running at Laplace(2.8748e-10) None  Grid-point #21 at 2.42e+19 	Fold #4 Rep #1 pred log like = 837.878
-#&gt; Running at Laplace(2.8748e-10) None  Grid-point #21 at 2.42e+19 	Fold #5 Rep #1 pred log like = 703.023
-#&gt; Running at Laplace(2.8748e-10) None  Grid-point #21 at 2.42e+19 	Fold #6 Rep #1 pred log like = 739.408
-#&gt; Running at Laplace(2.8748e-10) None  Grid-point #21 at 2.42e+19 	Fold #7 Rep #1 pred log like = 784.394
-#&gt; Running at Laplace(2.8748e-10) None  Grid-point #21 at 2.42e+19 	Fold #8 Rep #1 pred log like = 808.535
-#&gt; Running at Laplace(2.8748e-10) None  Grid-point #21 at 2.42e+19 	Fold #9 Rep #1 pred log like = 809.128
-#&gt; Running at Laplace(2.8748e-10) None  Grid-point #21 at 2.42e+19 	Fold #10 Rep #1 pred log like = 765.477
-#&gt; AvgPred = 783.196 with stdev = 39.4484
+#&gt; Running at Laplace(2.8748e-10) None  Grid-point #21 at 2.42e+19 	Fold #1 Rep #1 pred log like = 661.941
+#&gt; Running at Laplace(2.8748e-10) None  Grid-point #21 at 2.42e+19 	Fold #2 Rep #1 pred log like = 634.978
+#&gt; Running at Laplace(2.8748e-10) None  Grid-point #21 at 2.42e+19 	Fold #3 Rep #1 pred log like = 850.148
+#&gt; Running at Laplace(2.8748e-10) None  Grid-point #21 at 2.42e+19 	Fold #4 Rep #1 pred log like = 914.645
+#&gt; Running at Laplace(2.8748e-10) None  Grid-point #21 at 2.42e+19 	Fold #5 Rep #1 pred log like = 759.898
+#&gt; Running at Laplace(2.8748e-10) None  Grid-point #21 at 2.42e+19 	Fold #6 Rep #1 pred log like = 779.094
+#&gt; Running at Laplace(2.8748e-10) None  Grid-point #21 at 2.42e+19 	Fold #7 Rep #1 pred log like = 791.452
+#&gt; Running at Laplace(2.8748e-10) None  Grid-point #21 at 2.42e+19 	Fold #8 Rep #1 pred log like = 885.139
+#&gt; Running at Laplace(2.8748e-10) None  Grid-point #21 at 2.42e+19 	Fold #9 Rep #1 pred log like = 848.121
+#&gt; Running at Laplace(2.8748e-10) None  Grid-point #21 at 2.42e+19 	Fold #10 Rep #1 pred log like = 706.01
+#&gt; AvgPred = 783.143 with stdev = 89.2332
 #&gt; Completed at 2.42e+19
 #&gt; Next point at 2.42e+20 with value 0 and continue = 1
-#&gt; search[ 0.242 ] = 783.195(39.4456)
-#&gt; search[ 2.42 ] = 783.196(39.4475)
-#&gt; search[ 24.2 ] = 783.196(39.4481)
-#&gt; search[ 242 ] = 783.196(39.4483)
-#&gt; search[ 2420 ] = 783.196(39.4484)
-#&gt; search[ 24200 ] = 783.196(39.4484)
-#&gt; search[ 242000 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+06 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+07 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+08 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+09 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+10 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+11 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+12 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+13 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+14 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+15 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+16 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+17 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+18 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+19 ] = 783.196(39.4484)
+#&gt; search[ 0.242 ] = 783.141(89.2243)
+#&gt; search[ 2.42 ] = 783.142(89.2304)
+#&gt; search[ 24.2 ] = 783.142(89.2323)
+#&gt; search[ 242 ] = 783.143(89.233)
+#&gt; search[ 2420 ] = 783.143(89.2332)
+#&gt; search[ 24200 ] = 783.143(89.2332)
+#&gt; search[ 242000 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+06 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+07 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+08 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+09 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+10 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+11 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+12 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+13 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+14 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+15 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+16 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+17 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+18 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+19 ] = 783.143(89.2332)
 #&gt; 
-#&gt; Running at Laplace(9.09091e-11) None  Grid-point #22 at 2.42e+20 	Fold #1 Rep #1 pred log like = 793.773
-#&gt; Running at Laplace(9.09091e-11) None  Grid-point #22 at 2.42e+20 	Fold #2 Rep #1 pred log like = 828.322
-#&gt; Running at Laplace(9.09091e-11) None  Grid-point #22 at 2.42e+20 	Fold #3 Rep #1 pred log like = 762.021
-#&gt; Running at Laplace(9.09091e-11) None  Grid-point #22 at 2.42e+20 	Fold #4 Rep #1 pred log like = 837.878
-#&gt; Running at Laplace(9.09091e-11) None  Grid-point #22 at 2.42e+20 	Fold #5 Rep #1 pred log like = 703.023
-#&gt; Running at Laplace(9.09091e-11) None  Grid-point #22 at 2.42e+20 	Fold #6 Rep #1 pred log like = 739.408
-#&gt; Running at Laplace(9.09091e-11) None  Grid-point #22 at 2.42e+20 	Fold #7 Rep #1 pred log like = 784.394
-#&gt; Running at Laplace(9.09091e-11) None  Grid-point #22 at 2.42e+20 	Fold #8 Rep #1 pred log like = 808.535
-#&gt; Running at Laplace(9.09091e-11) None  Grid-point #22 at 2.42e+20 	Fold #9 Rep #1 pred log like = 809.128
-#&gt; Running at Laplace(9.09091e-11) None  Grid-point #22 at 2.42e+20 	Fold #10 Rep #1 pred log like = 765.477
-#&gt; AvgPred = 783.196 with stdev = 39.4484
+#&gt; Running at Laplace(9.09091e-11) None  Grid-point #22 at 2.42e+20 	Fold #1 Rep #1 pred log like = 661.941
+#&gt; Running at Laplace(9.09091e-11) None  Grid-point #22 at 2.42e+20 	Fold #2 Rep #1 pred log like = 634.978
+#&gt; Running at Laplace(9.09091e-11) None  Grid-point #22 at 2.42e+20 	Fold #3 Rep #1 pred log like = 850.148
+#&gt; Running at Laplace(9.09091e-11) None  Grid-point #22 at 2.42e+20 	Fold #4 Rep #1 pred log like = 914.645
+#&gt; Running at Laplace(9.09091e-11) None  Grid-point #22 at 2.42e+20 	Fold #5 Rep #1 pred log like = 759.898
+#&gt; Running at Laplace(9.09091e-11) None  Grid-point #22 at 2.42e+20 	Fold #6 Rep #1 pred log like = 779.094
+#&gt; Running at Laplace(9.09091e-11) None  Grid-point #22 at 2.42e+20 	Fold #7 Rep #1 pred log like = 791.452
+#&gt; Running at Laplace(9.09091e-11) None  Grid-point #22 at 2.42e+20 	Fold #8 Rep #1 pred log like = 885.139
+#&gt; Running at Laplace(9.09091e-11) None  Grid-point #22 at 2.42e+20 	Fold #9 Rep #1 pred log like = 848.121
+#&gt; Running at Laplace(9.09091e-11) None  Grid-point #22 at 2.42e+20 	Fold #10 Rep #1 pred log like = 706.01
+#&gt; AvgPred = 783.143 with stdev = 89.2332
 #&gt; Completed at 2.42e+20
 #&gt; Next point at 2.42e+21 with value 0 and continue = 1
-#&gt; search[ 0.242 ] = 783.195(39.4456)
-#&gt; search[ 2.42 ] = 783.196(39.4475)
-#&gt; search[ 24.2 ] = 783.196(39.4481)
-#&gt; search[ 242 ] = 783.196(39.4483)
-#&gt; search[ 2420 ] = 783.196(39.4484)
-#&gt; search[ 24200 ] = 783.196(39.4484)
-#&gt; search[ 242000 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+06 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+07 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+08 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+09 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+10 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+11 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+12 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+13 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+14 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+15 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+16 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+17 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+18 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+19 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+20 ] = 783.196(39.4484)
+#&gt; search[ 0.242 ] = 783.141(89.2243)
+#&gt; search[ 2.42 ] = 783.142(89.2304)
+#&gt; search[ 24.2 ] = 783.142(89.2323)
+#&gt; search[ 242 ] = 783.143(89.233)
+#&gt; search[ 2420 ] = 783.143(89.2332)
+#&gt; search[ 24200 ] = 783.143(89.2332)
+#&gt; search[ 242000 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+06 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+07 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+08 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+09 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+10 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+11 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+12 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+13 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+14 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+15 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+16 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+17 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+18 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+19 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+20 ] = 783.143(89.2332)
 #&gt; 
-#&gt; Running at Laplace(2.8748e-11) None  Grid-point #23 at 2.42e+21 	Fold #1 Rep #1 pred log like = 793.773
-#&gt; Running at Laplace(2.8748e-11) None  Grid-point #23 at 2.42e+21 	Fold #2 Rep #1 pred log like = 828.322
-#&gt; Running at Laplace(2.8748e-11) None  Grid-point #23 at 2.42e+21 	Fold #3 Rep #1 pred log like = 762.021
-#&gt; Running at Laplace(2.8748e-11) None  Grid-point #23 at 2.42e+21 	Fold #4 Rep #1 pred log like = 837.878
-#&gt; Running at Laplace(2.8748e-11) None  Grid-point #23 at 2.42e+21 	Fold #5 Rep #1 pred log like = 703.023
-#&gt; Running at Laplace(2.8748e-11) None  Grid-point #23 at 2.42e+21 	Fold #6 Rep #1 pred log like = 739.408
-#&gt; Running at Laplace(2.8748e-11) None  Grid-point #23 at 2.42e+21 	Fold #7 Rep #1 pred log like = 784.394
-#&gt; Running at Laplace(2.8748e-11) None  Grid-point #23 at 2.42e+21 	Fold #8 Rep #1 pred log like = 808.535
-#&gt; Running at Laplace(2.8748e-11) None  Grid-point #23 at 2.42e+21 	Fold #9 Rep #1 pred log like = 809.128
-#&gt; Running at Laplace(2.8748e-11) None  Grid-point #23 at 2.42e+21 	Fold #10 Rep #1 pred log like = 765.477
-#&gt; AvgPred = 783.196 with stdev = 39.4484
+#&gt; Running at Laplace(2.8748e-11) None  Grid-point #23 at 2.42e+21 	Fold #1 Rep #1 pred log like = 661.941
+#&gt; Running at Laplace(2.8748e-11) None  Grid-point #23 at 2.42e+21 	Fold #2 Rep #1 pred log like = 634.978
+#&gt; Running at Laplace(2.8748e-11) None  Grid-point #23 at 2.42e+21 	Fold #3 Rep #1 pred log like = 850.148
+#&gt; Running at Laplace(2.8748e-11) None  Grid-point #23 at 2.42e+21 	Fold #4 Rep #1 pred log like = 914.645
+#&gt; Running at Laplace(2.8748e-11) None  Grid-point #23 at 2.42e+21 	Fold #5 Rep #1 pred log like = 759.898
+#&gt; Running at Laplace(2.8748e-11) None  Grid-point #23 at 2.42e+21 	Fold #6 Rep #1 pred log like = 779.094
+#&gt; Running at Laplace(2.8748e-11) None  Grid-point #23 at 2.42e+21 	Fold #7 Rep #1 pred log like = 791.452
+#&gt; Running at Laplace(2.8748e-11) None  Grid-point #23 at 2.42e+21 	Fold #8 Rep #1 pred log like = 885.139
+#&gt; Running at Laplace(2.8748e-11) None  Grid-point #23 at 2.42e+21 	Fold #9 Rep #1 pred log like = 848.121
+#&gt; Running at Laplace(2.8748e-11) None  Grid-point #23 at 2.42e+21 	Fold #10 Rep #1 pred log like = 706.01
+#&gt; AvgPred = 783.143 with stdev = 89.2332
 #&gt; Completed at 2.42e+21
-#&gt; Next point at 9.59816e+12 with value 783.196 and continue = 0
-#&gt; search[ 0.242 ] = 783.195(39.4456)
-#&gt; search[ 2.42 ] = 783.196(39.4475)
-#&gt; search[ 24.2 ] = 783.196(39.4481)
-#&gt; search[ 242 ] = 783.196(39.4483)
-#&gt; search[ 2420 ] = 783.196(39.4484)
-#&gt; search[ 24200 ] = 783.196(39.4484)
-#&gt; search[ 242000 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+06 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+07 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+08 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+09 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+10 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+11 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+12 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+13 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+14 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+15 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+16 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+17 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+18 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+19 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+20 ] = 783.196(39.4484)
-#&gt; search[ 2.42e+21 ] = 783.196(39.4484)
+#&gt; Next point at 9.51098e+12 with value 783.143 and continue = 0
+#&gt; search[ 0.242 ] = 783.141(89.2243)
+#&gt; search[ 2.42 ] = 783.142(89.2304)
+#&gt; search[ 24.2 ] = 783.142(89.2323)
+#&gt; search[ 242 ] = 783.143(89.233)
+#&gt; search[ 2420 ] = 783.143(89.2332)
+#&gt; search[ 24200 ] = 783.143(89.2332)
+#&gt; search[ 242000 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+06 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+07 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+08 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+09 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+10 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+11 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+12 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+13 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+14 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+15 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+16 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+17 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+18 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+19 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+20 ] = 783.143(89.2332)
+#&gt; search[ 2.42e+21 ] = 783.143(89.2332)
 #&gt; 
 #&gt; 
-#&gt; Maximum predicted log likelihood (783.196) estimated at:
-#&gt; 	9.59816e+12 (variance)
-#&gt; 	4.56479e-07 (lambda)
+#&gt; Maximum predicted log likelihood (783.143) estimated at:
+#&gt; 	9.51098e+12 (variance)
+#&gt; 	4.58566e-07 (lambda)
 #&gt; 
 #&gt; Fitting model at optimal hyperparameter
-#&gt; Using prior: Laplace(4.56479e-07) None </div><div class='input'>
+#&gt; Using prior: Laplace(4.58566e-07) None </div><div class='input'>
 <span class='co'>#Find out what the optimal hyperparameter was:</span>
 <span class='fu'><a href='getHyperParameter.html'>getHyperParameter</a></span><span class='op'>(</span><span class='va'>fit</span><span class='op'>)</span>
-</div><div class='output co'>#&gt; [1] 9.598156e+12</div><div class='input'>
+</div><div class='output co'>#&gt; [1] 9.510983e+12</div><div class='input'>
 <span class='co'>#Extract the current log-likelihood, and coefficients</span>
 <span class='fu'><a href='https://rdrr.io/r/stats/logLik.html'>logLik</a></span><span class='op'>(</span><span class='va'>fit</span><span class='op'>)</span>
 </div><div class='output co'>#&gt; 'log Lik.' -2207.566 (df=3)</div><div class='input'><span class='fu'><a href='https://rdrr.io/r/stats/coef.html'>coef</a></span><span class='op'>(</span><span class='va'>fit</span><span class='op'>)</span>
diff --git a/docs/reference/cyclops.html b/docs/reference/cyclops.html
index b61adb6a..53faae39 100644
--- a/docs/reference/cyclops.html
+++ b/docs/reference/cyclops.html
@@ -76,7 +76,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -84,7 +84,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -101,7 +101,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/finalizeSqlCyclopsData.html b/docs/reference/finalizeSqlCyclopsData.html
index 61496539..09794054 100644
--- a/docs/reference/finalizeSqlCyclopsData.html
+++ b/docs/reference/finalizeSqlCyclopsData.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/fitCyclopsModel.html b/docs/reference/fitCyclopsModel.html
index 187ae091..ffccc03f 100644
--- a/docs/reference/fitCyclopsModel.html
+++ b/docs/reference/fitCyclopsModel.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/fitCyclopsSimulation.html b/docs/reference/fitCyclopsSimulation.html
index 8d429574..1a315f32 100644
--- a/docs/reference/fitCyclopsSimulation.html
+++ b/docs/reference/fitCyclopsSimulation.html
@@ -74,7 +74,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -82,7 +82,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -99,7 +99,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/getCovariateIds.html b/docs/reference/getCovariateIds.html
index 53b0ca77..7d7c12f4 100644
--- a/docs/reference/getCovariateIds.html
+++ b/docs/reference/getCovariateIds.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/getCovariateTypes.html b/docs/reference/getCovariateTypes.html
index d5ee640b..147277de 100644
--- a/docs/reference/getCovariateTypes.html
+++ b/docs/reference/getCovariateTypes.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/getCrossValidationInfo.html b/docs/reference/getCrossValidationInfo.html
index d2b47d3e..874154f0 100644
--- a/docs/reference/getCrossValidationInfo.html
+++ b/docs/reference/getCrossValidationInfo.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/getCyclopsPredictiveLogLikelihood.html b/docs/reference/getCyclopsPredictiveLogLikelihood.html
index 3001fe61..4db67f23 100644
--- a/docs/reference/getCyclopsPredictiveLogLikelihood.html
+++ b/docs/reference/getCyclopsPredictiveLogLikelihood.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/getCyclopsProfileLogLikelihood.html b/docs/reference/getCyclopsProfileLogLikelihood.html
index 98683f06..6b2b4ae9 100644
--- a/docs/reference/getCyclopsProfileLogLikelihood.html
+++ b/docs/reference/getCyclopsProfileLogLikelihood.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
@@ -123,23 +123,43 @@ <h1>Profile likelihood for Cyclops model parameters</h1>
     <p><code>getCyclopsProfileLogLikelihood</code> evaluates the profile likelihood at a grid of parameter values.</p>
     </div>
 
-    <pre class="usage"><span class='fu'>getCyclopsProfileLogLikelihood</span><span class='op'>(</span><span class='va'>object</span>, <span class='va'>parm</span>, <span class='va'>x</span>, includePenalty <span class='op'>=</span> <span class='cn'>TRUE</span><span class='op'>)</span></pre>
+    <pre class="usage"><span class='fu'>getCyclopsProfileLogLikelihood</span><span class='op'>(</span>
+  <span class='va'>object</span>,
+  <span class='va'>parm</span>,
+  x <span class='op'>=</span> <span class='cn'>NULL</span>,
+  bounds <span class='op'>=</span> <span class='cn'>NULL</span>,
+  tolerance <span class='op'>=</span> <span class='fl'>0.001</span>,
+  initialGridSize <span class='op'>=</span> <span class='fl'>10</span>,
+  includePenalty <span class='op'>=</span> <span class='cn'>TRUE</span>
+<span class='op'>)</span></pre>
 
     <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
     <table class="ref-arguments">
     <colgroup><col class="name" /><col class="desc" /></colgroup>
     <tr>
       <th>object</th>
-      <td><p>A fitted Cyclops model object</p></td>
+      <td><p>Fitted Cyclops model object</p></td>
     </tr>
     <tr>
       <th>parm</th>
-      <td><p>A specification of which parameter requires profiling,
+      <td><p>Specification of which parameter requires profiling,
 either a vector of numbers of covariateId names</p></td>
     </tr>
     <tr>
       <th>x</th>
-      <td><p>A vector of values of the parameter</p></td>
+      <td><p>Vector of values of the parameter</p></td>
+    </tr>
+    <tr>
+      <th>bounds</th>
+      <td><p>Pair of values to bound adaptive profiling</p></td>
+    </tr>
+    <tr>
+      <th>tolerance</th>
+      <td><p>Absolute tolerance allowed for adaptive profiling</p></td>
+    </tr>
+    <tr>
+      <th>initialGridSize</th>
+      <td><p>Initial grid size for adaptive profiling</p></td>
     </tr>
     <tr>
       <th>includePenalty</th>
@@ -149,7 +169,8 @@ <h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arg
 
     <h2 class="hasAnchor" id="value"><a class="anchor" href="#value"></a>Value</h2>
 
-    <p>A vector of the profile log likelihood evaluated at x</p>
+    <p>A data frame containing the profile log likelihood. Returns NULL when the adaptive profiling fails
+to converge.</p>
 
   </div>
   <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
diff --git a/docs/reference/getFineGrayWeights.html b/docs/reference/getFineGrayWeights.html
index f57e9f13..cbb03913 100644
--- a/docs/reference/getFineGrayWeights.html
+++ b/docs/reference/getFineGrayWeights.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/getFloatingPointSize.html b/docs/reference/getFloatingPointSize.html
index 51c2111a..4f99ad41 100644
--- a/docs/reference/getFloatingPointSize.html
+++ b/docs/reference/getFloatingPointSize.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/getHyperParameter.html b/docs/reference/getHyperParameter.html
index 5096d878..7a3b09a7 100644
--- a/docs/reference/getHyperParameter.html
+++ b/docs/reference/getHyperParameter.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
@@ -150,124 +150,104 @@ <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examp
 <span class='co'>#Fit the model</span>
 <span class='va'>fit</span> <span class='op'>&lt;-</span> <span class='fu'><a href='fitCyclopsModel.html'>fitCyclopsModel</a></span><span class='op'>(</span><span class='va'>cyclopsData</span>,prior <span class='op'>=</span> <span class='va'>prior</span>, control <span class='op'>=</span> <span class='va'>control</span><span class='op'>)</span>  
 </div><div class='output co'>#&gt; Using cross-validation selector type byRow
-#&gt; Performing 10-fold cross-validation [seed = 1604638982] with data partitions of sizes 100 100 100 100 100 100 100 100 100 100
+#&gt; Performing 10-fold cross-validation [seed = 1623936646] with data partitions of sizes 100 100 100 100 100 100 100 100 100 100
 #&gt; Using 1 thread(s)
 #&gt; Starting var = 0.2455 (default)
-#&gt; Running at Laplace(2.85423) None  Grid-point #1 at 0.2455 	Fold #1 Rep #1 pred log like = 297.87
-#&gt; Running at Laplace(2.85423) None  Grid-point #1 at 0.2455 	Fold #2 Rep #1 pred log like = 331.665
-#&gt; Running at Laplace(2.85423) None  Grid-point #1 at 0.2455 	Fold #3 Rep #1 pred log like = 195.623
-#&gt; Running at Laplace(2.85423) None  Grid-point #1 at 0.2455 	Fold #4 Rep #1 pred log like = 273.631
-#&gt; Running at Laplace(2.85423) None  Grid-point #1 at 0.2455 	Fold #5 Rep #1 pred log like = 228.769
-#&gt; Running at Laplace(2.85423) None  Grid-point #1 at 0.2455 	Fold #6 Rep #1 pred log like = 199.189
-#&gt; Running at Laplace(2.85423) None  Grid-point #1 at 0.2455 	Fold #7 Rep #1 pred log like = 250.077
-#&gt; Running at Laplace(2.85423) None  Grid-point #1 at 0.2455 	Fold #8 Rep #1 pred log like = 233.389
-#&gt; Running at Laplace(2.85423) None  Grid-point #1 at 0.2455 	Fold #9 Rep #1 pred log like = 253.775
-#&gt; Running at Laplace(2.85423) None  Grid-point #1 at 0.2455 	Fold #10 Rep #1 pred log like = 252.617
-#&gt; AvgPred = 251.661 with stdev = 39.7213
+#&gt; Running at Laplace(2.85423) None  Grid-point #1 at 0.2455 	Fold #1 Rep #1 pred log like = 200.993
+#&gt; Running at Laplace(2.85423) None  Grid-point #1 at 0.2455 	Fold #2 Rep #1 pred log like = 206.093
+#&gt; Running at Laplace(2.85423) None  Grid-point #1 at 0.2455 	Fold #3 Rep #1 pred log like = 245.023
+#&gt; Running at Laplace(2.85423) None  Grid-point #1 at 0.2455 	Fold #4 Rep #1 pred log like = 264.254
+#&gt; Running at Laplace(2.85423) None  Grid-point #1 at 0.2455 	Fold #5 Rep #1 pred log like = 332.052
+#&gt; Running at Laplace(2.85423) None  Grid-point #1 at 0.2455 	Fold #6 Rep #1 pred log like = 241.658
+#&gt; Running at Laplace(2.85423) None  Grid-point #1 at 0.2455 	Fold #7 Rep #1 pred log like = 267.085
+#&gt; Running at Laplace(2.85423) None  Grid-point #1 at 0.2455 	Fold #8 Rep #1 pred log like = 309.134
+#&gt; Running at Laplace(2.85423) None  Grid-point #1 at 0.2455 	Fold #9 Rep #1 pred log like = 215.561
+#&gt; Running at Laplace(2.85423) None  Grid-point #1 at 0.2455 	Fold #10 Rep #1 pred log like = 236.844
+#&gt; AvgPred = 251.87 with stdev = 40.5863
 #&gt; Completed at 0.2455
 #&gt; Next point at 2.455 with value 0 and continue = 1
-#&gt; search[ 0.2455 ] = 251.661(39.7213)
+#&gt; search[ 0.2455 ] = 251.87(40.5863)
 #&gt; 
-#&gt; Running at Laplace(0.902587) None  Grid-point #2 at 2.455 	Fold #1 Rep #1 pred log like = 297.881
-#&gt; Running at Laplace(0.902587) None  Grid-point #2 at 2.455 	Fold #2 Rep #1 pred log like = 331.578
-#&gt; Running at Laplace(0.902587) None  Grid-point #2 at 2.455 	Fold #3 Rep #1 pred log like = 195.633
-#&gt; Running at Laplace(0.902587) None  Grid-point #2 at 2.455 	Fold #4 Rep #1 pred log like = 273.59
-#&gt; Running at Laplace(0.902587) None  Grid-point #2 at 2.455 	Fold #5 Rep #1 pred log like = 228.771
-#&gt; Running at Laplace(0.902587) None  Grid-point #2 at 2.455 	Fold #6 Rep #1 pred log like = 199.147
-#&gt; Running at Laplace(0.902587) None  Grid-point #2 at 2.455 	Fold #7 Rep #1 pred log like = 250.019
-#&gt; Running at Laplace(0.902587) None  Grid-point #2 at 2.455 	Fold #8 Rep #1 pred log like = 233.349
-#&gt; Running at Laplace(0.902587) None  Grid-point #2 at 2.455 	Fold #9 Rep #1 pred log like = 253.769
-#&gt; Running at Laplace(0.902587) None  Grid-point #2 at 2.455 	Fold #10 Rep #1 pred log like = 252.658
-#&gt; AvgPred = 251.639 with stdev = 39.7092
+#&gt; Running at Laplace(0.902587) None  Grid-point #2 at 2.455 	Fold #1 Rep #1 pred log like = 201.025
+#&gt; Running at Laplace(0.902587) None  Grid-point #2 at 2.455 	Fold #2 Rep #1 pred log like = 206.105
+#&gt; Running at Laplace(0.902587) None  Grid-point #2 at 2.455 	Fold #3 Rep #1 pred log like = 244.985
+#&gt; Running at Laplace(0.902587) None  Grid-point #2 at 2.455 	Fold #4 Rep #1 pred log like = 264.222
+#&gt; Running at Laplace(0.902587) None  Grid-point #2 at 2.455 	Fold #5 Rep #1 pred log like = 332.034
+#&gt; Running at Laplace(0.902587) None  Grid-point #2 at 2.455 	Fold #6 Rep #1 pred log like = 241.635
+#&gt; Running at Laplace(0.902587) None  Grid-point #2 at 2.455 	Fold #7 Rep #1 pred log like = 267.08
+#&gt; Running at Laplace(0.902587) None  Grid-point #2 at 2.455 	Fold #8 Rep #1 pred log like = 309.102
+#&gt; Running at Laplace(0.902587) None  Grid-point #2 at 2.455 	Fold #9 Rep #1 pred log like = 215.544
+#&gt; Running at Laplace(0.902587) None  Grid-point #2 at 2.455 	Fold #10 Rep #1 pred log like = 236.821
+#&gt; AvgPred = 251.855 with stdev = 40.5755
 #&gt; Completed at 2.455
 #&gt; Next point at 0.02455 with value 0 and continue = 1
-#&gt; search[ 0.2455 ] = 251.661(39.7213)
-#&gt; search[ 2.455 ] = 251.639(39.7092)
+#&gt; search[ 0.2455 ] = 251.87(40.5863)
+#&gt; search[ 2.455 ] = 251.855(40.5755)
 #&gt; 
-#&gt; Running at Laplace(9.02587) None  Grid-point #3 at 0.02455 	Fold #1 Rep #1 pred log like = 297.833
-#&gt; Running at Laplace(9.02587) None  Grid-point #3 at 0.02455 	Fold #2 Rep #1 pred log like = 331.753
-#&gt; Running at Laplace(9.02587) None  Grid-point #3 at 0.02455 	Fold #3 Rep #1 pred log like = 195.601
-#&gt; Running at Laplace(9.02587) None  Grid-point #3 at 0.02455 	Fold #4 Rep #1 pred log like = 273.752
-#&gt; Running at Laplace(9.02587) None  Grid-point #3 at 0.02455 	Fold #5 Rep #1 pred log like = 228.746
-#&gt; Running at Laplace(9.02587) None  Grid-point #3 at 0.02455 	Fold #6 Rep #1 pred log like = 199.299
-#&gt; Running at Laplace(9.02587) None  Grid-point #3 at 0.02455 	Fold #7 Rep #1 pred log like = 250.25
-#&gt; Running at Laplace(9.02587) None  Grid-point #3 at 0.02455 	Fold #8 Rep #1 pred log like = 233.507
-#&gt; Running at Laplace(9.02587) None  Grid-point #3 at 0.02455 	Fold #9 Rep #1 pred log like = 253.793
-#&gt; Running at Laplace(9.02587) None  Grid-point #3 at 0.02455 	Fold #10 Rep #1 pred log like = 252.534
-#&gt; AvgPred = 251.707 with stdev = 39.7253
+#&gt; Running at Laplace(9.02587) None  Grid-point #3 at 0.02455 	Fold #1 Rep #1 pred log like = 200.993
+#&gt; Running at Laplace(9.02587) None  Grid-point #3 at 0.02455 	Fold #2 Rep #1 pred log like = 206.063
+#&gt; Running at Laplace(9.02587) None  Grid-point #3 at 0.02455 	Fold #3 Rep #1 pred log like = 245.129
+#&gt; Running at Laplace(9.02587) None  Grid-point #3 at 0.02455 	Fold #4 Rep #1 pred log like = 264.304
+#&gt; Running at Laplace(9.02587) None  Grid-point #3 at 0.02455 	Fold #5 Rep #1 pred log like = 332.096
+#&gt; Running at Laplace(9.02587) None  Grid-point #3 at 0.02455 	Fold #6 Rep #1 pred log like = 241.667
+#&gt; Running at Laplace(9.02587) None  Grid-point #3 at 0.02455 	Fold #7 Rep #1 pred log like = 267.089
+#&gt; Running at Laplace(9.02587) None  Grid-point #3 at 0.02455 	Fold #8 Rep #1 pred log like = 309.223
+#&gt; Running at Laplace(9.02587) None  Grid-point #3 at 0.02455 	Fold #9 Rep #1 pred log like = 215.609
+#&gt; Running at Laplace(9.02587) None  Grid-point #3 at 0.02455 	Fold #10 Rep #1 pred log like = 236.912
+#&gt; AvgPred = 251.908 with stdev = 40.6039
 #&gt; Completed at 0.02455
 #&gt; Next point at 0.002455 with value 0 and continue = 1
-#&gt; search[ 0.02455 ] = 251.707(39.7253)
-#&gt; search[ 0.2455 ] = 251.661(39.7213)
-#&gt; search[ 2.455 ] = 251.639(39.7092)
+#&gt; search[ 0.02455 ] = 251.908(40.6039)
+#&gt; search[ 0.2455 ] = 251.87(40.5863)
+#&gt; search[ 2.455 ] = 251.855(40.5755)
 #&gt; 
-#&gt; Running at Laplace(28.5423) None  Grid-point #4 at 0.002455 	Fold #1 Rep #1 pred log like = 297.794
-#&gt; Running at Laplace(28.5423) None  Grid-point #4 at 0.002455 	Fold #2 Rep #1 pred log like = 331.774
-#&gt; Running at Laplace(28.5423) None  Grid-point #4 at 0.002455 	Fold #3 Rep #1 pred log like = 195.572
-#&gt; Running at Laplace(28.5423) None  Grid-point #4 at 0.002455 	Fold #4 Rep #1 pred log like = 273.879
-#&gt; Running at Laplace(28.5423) None  Grid-point #4 at 0.002455 	Fold #5 Rep #1 pred log like = 228.716
-#&gt; Running at Laplace(28.5423) None  Grid-point #4 at 0.002455 	Fold #6 Rep #1 pred log like = 199.596
-#&gt; Running at Laplace(28.5423) None  Grid-point #4 at 0.002455 	Fold #7 Rep #1 pred log like = 250.75
-#&gt; Running at Laplace(28.5423) None  Grid-point #4 at 0.002455 	Fold #8 Rep #1 pred log like = 233.63
-#&gt; Running at Laplace(28.5423) None  Grid-point #4 at 0.002455 	Fold #9 Rep #1 pred log like = 253.816
-#&gt; Running at Laplace(28.5423) None  Grid-point #4 at 0.002455 	Fold #10 Rep #1 pred log like = 252.534
-#&gt; AvgPred = 251.806 with stdev = 39.6917
+#&gt; Running at Laplace(28.5423) None  Grid-point #4 at 0.002455 	Fold #1 Rep #1 pred log like = 200.993
+#&gt; Running at Laplace(28.5423) None  Grid-point #4 at 0.002455 	Fold #2 Rep #1 pred log like = 206.03
+#&gt; Running at Laplace(28.5423) None  Grid-point #4 at 0.002455 	Fold #3 Rep #1 pred log like = 245.18
+#&gt; Running at Laplace(28.5423) None  Grid-point #4 at 0.002455 	Fold #4 Rep #1 pred log like = 264.306
+#&gt; Running at Laplace(28.5423) None  Grid-point #4 at 0.002455 	Fold #5 Rep #1 pred log like = 332.076
+#&gt; Running at Laplace(28.5423) None  Grid-point #4 at 0.002455 	Fold #6 Rep #1 pred log like = 241.668
+#&gt; Running at Laplace(28.5423) None  Grid-point #4 at 0.002455 	Fold #7 Rep #1 pred log like = 267.058
+#&gt; Running at Laplace(28.5423) None  Grid-point #4 at 0.002455 	Fold #8 Rep #1 pred log like = 309.405
+#&gt; Running at Laplace(28.5423) None  Grid-point #4 at 0.002455 	Fold #9 Rep #1 pred log like = 215.596
+#&gt; Running at Laplace(28.5423) None  Grid-point #4 at 0.002455 	Fold #10 Rep #1 pred log like = 237.054
+#&gt; AvgPred = 251.936 with stdev = 40.6232
 #&gt; Completed at 0.002455
 #&gt; Next point at 0.0002455 with value 0 and continue = 1
-#&gt; search[ 0.002455 ] = 251.806(39.6917)
-#&gt; search[ 0.02455 ] = 251.707(39.7253)
-#&gt; search[ 0.2455 ] = 251.661(39.7213)
-#&gt; search[ 2.455 ] = 251.639(39.7092)
+#&gt; search[ 0.002455 ] = 251.936(40.6232)
+#&gt; search[ 0.02455 ] = 251.908(40.6039)
+#&gt; search[ 0.2455 ] = 251.87(40.5863)
+#&gt; search[ 2.455 ] = 251.855(40.5755)
 #&gt; 
-#&gt; Running at Laplace(90.2587) None  Grid-point #5 at 0.0002455 	Fold #1 Rep #1 pred log like = 297.794
-#&gt; Running at Laplace(90.2587) None  Grid-point #5 at 0.0002455 	Fold #2 Rep #1 pred log like = 331.774
-#&gt; Running at Laplace(90.2587) None  Grid-point #5 at 0.0002455 	Fold #3 Rep #1 pred log like = 195.572
-#&gt; Running at Laplace(90.2587) None  Grid-point #5 at 0.0002455 	Fold #4 Rep #1 pred log like = 273.879
-#&gt; Running at Laplace(90.2587) None  Grid-point #5 at 0.0002455 	Fold #5 Rep #1 pred log like = 228.716
-#&gt; Running at Laplace(90.2587) None  Grid-point #5 at 0.0002455 	Fold #6 Rep #1 pred log like = 199.596
-#&gt; Running at Laplace(90.2587) None  Grid-point #5 at 0.0002455 	Fold #7 Rep #1 pred log like = 250.894
-#&gt; Running at Laplace(90.2587) None  Grid-point #5 at 0.0002455 	Fold #8 Rep #1 pred log like = 233.63
-#&gt; Running at Laplace(90.2587) None  Grid-point #5 at 0.0002455 	Fold #9 Rep #1 pred log like = 253.816
-#&gt; Running at Laplace(90.2587) None  Grid-point #5 at 0.0002455 	Fold #10 Rep #1 pred log like = 252.534
-#&gt; AvgPred = 251.82 with stdev = 39.6913
+#&gt; Running at Laplace(90.2587) None  Grid-point #5 at 0.0002455 	Fold #1 Rep #1 pred log like = 200.993
+#&gt; Running at Laplace(90.2587) None  Grid-point #5 at 0.0002455 	Fold #2 Rep #1 pred log like = 206.03
+#&gt; Running at Laplace(90.2587) None  Grid-point #5 at 0.0002455 	Fold #3 Rep #1 pred log like = 245.18
+#&gt; Running at Laplace(90.2587) None  Grid-point #5 at 0.0002455 	Fold #4 Rep #1 pred log like = 264.306
+#&gt; Running at Laplace(90.2587) None  Grid-point #5 at 0.0002455 	Fold #5 Rep #1 pred log like = 332.076
+#&gt; Running at Laplace(90.2587) None  Grid-point #5 at 0.0002455 	Fold #6 Rep #1 pred log like = 241.668
+#&gt; Running at Laplace(90.2587) None  Grid-point #5 at 0.0002455 	Fold #7 Rep #1 pred log like = 267.058
+#&gt; Running at Laplace(90.2587) None  Grid-point #5 at 0.0002455 	Fold #8 Rep #1 pred log like = 309.405
+#&gt; Running at Laplace(90.2587) None  Grid-point #5 at 0.0002455 	Fold #9 Rep #1 pred log like = 215.596
+#&gt; Running at Laplace(90.2587) None  Grid-point #5 at 0.0002455 	Fold #10 Rep #1 pred log like = 237.054
+#&gt; AvgPred = 251.936 with stdev = 40.6232
 #&gt; Completed at 0.0002455
-#&gt; Next point at 2.455e-05 with value 0 and continue = 1
-#&gt; search[ 0.0002455 ] = 251.82(39.6913)
-#&gt; search[ 0.002455 ] = 251.806(39.6917)
-#&gt; search[ 0.02455 ] = 251.707(39.7253)
-#&gt; search[ 0.2455 ] = 251.661(39.7213)
-#&gt; search[ 2.455 ] = 251.639(39.7092)
+#&gt; Next point at 1.99853e-06 with value 251.954 and continue = 0
+#&gt; search[ 0.0002455 ] = 251.936(40.6232)
+#&gt; search[ 0.002455 ] = 251.936(40.6232)
+#&gt; search[ 0.02455 ] = 251.908(40.6039)
+#&gt; search[ 0.2455 ] = 251.87(40.5863)
+#&gt; search[ 2.455 ] = 251.855(40.5755)
 #&gt; 
-#&gt; Running at Laplace(285.423) None  Grid-point #6 at 2.455e-05 	Fold #1 Rep #1 pred log like = 297.794
-#&gt; Running at Laplace(285.423) None  Grid-point #6 at 2.455e-05 	Fold #2 Rep #1 pred log like = 331.774
-#&gt; Running at Laplace(285.423) None  Grid-point #6 at 2.455e-05 	Fold #3 Rep #1 pred log like = 195.572
-#&gt; Running at Laplace(285.423) None  Grid-point #6 at 2.455e-05 	Fold #4 Rep #1 pred log like = 273.879
-#&gt; Running at Laplace(285.423) None  Grid-point #6 at 2.455e-05 	Fold #5 Rep #1 pred log like = 228.716
-#&gt; Running at Laplace(285.423) None  Grid-point #6 at 2.455e-05 	Fold #6 Rep #1 pred log like = 199.596
-#&gt; Running at Laplace(285.423) None  Grid-point #6 at 2.455e-05 	Fold #7 Rep #1 pred log like = 250.894
-#&gt; Running at Laplace(285.423) None  Grid-point #6 at 2.455e-05 	Fold #8 Rep #1 pred log like = 233.63
-#&gt; Running at Laplace(285.423) None  Grid-point #6 at 2.455e-05 	Fold #9 Rep #1 pred log like = 253.816
-#&gt; Running at Laplace(285.423) None  Grid-point #6 at 2.455e-05 	Fold #10 Rep #1 pred log like = 252.534
-#&gt; AvgPred = 251.82 with stdev = 39.6913
-#&gt; Completed at 2.455e-05
-#&gt; Next point at 6.34355e-08 with value 251.862 and continue = 0
-#&gt; search[ 2.455e-05 ] = 251.82(39.6913)
-#&gt; search[ 0.0002455 ] = 251.82(39.6913)
-#&gt; search[ 0.002455 ] = 251.806(39.6917)
-#&gt; search[ 0.02455 ] = 251.707(39.7253)
-#&gt; search[ 0.2455 ] = 251.661(39.7213)
-#&gt; search[ 2.455 ] = 251.639(39.7092)
 #&gt; 
-#&gt; 
-#&gt; Maximum predicted log likelihood (251.862) estimated at:
-#&gt; 	6.34355e-08 (variance)
-#&gt; 	5614.99 (lambda)
+#&gt; Maximum predicted log likelihood (251.954) estimated at:
+#&gt; 	1.99853e-06 (variance)
+#&gt; 	1000.37 (lambda)
 #&gt; 
 #&gt; Fitting model at optimal hyperparameter
-#&gt; Using prior: Laplace(5614.99) None </div><div class='input'>
+#&gt; Using prior: Laplace(1000.37) None </div><div class='input'>
 <span class='co'>#Find out what the optimal hyperparameter was:</span>
 <span class='fu'>getHyperParameter</span><span class='op'>(</span><span class='va'>fit</span><span class='op'>)</span>
-</div><div class='output co'>#&gt; [1] 6.343549e-08</div><div class='input'>
+</div><div class='output co'>#&gt; [1] 1.998532e-06</div><div class='input'>
 <span class='co'>#Extract the current log-likelihood, and coefficients</span>
 <span class='fu'><a href='https://rdrr.io/r/stats/logLik.html'>logLik</a></span><span class='op'>(</span><span class='va'>fit</span><span class='op'>)</span>
 </div><div class='output co'>#&gt; 'log Lik.' -1927.858 (df=3)</div><div class='input'><span class='fu'><a href='https://rdrr.io/r/stats/coef.html'>coef</a></span><span class='op'>(</span><span class='va'>fit</span><span class='op'>)</span>
diff --git a/docs/reference/getNumberOfCovariates.html b/docs/reference/getNumberOfCovariates.html
index 13663572..f221361d 100644
--- a/docs/reference/getNumberOfCovariates.html
+++ b/docs/reference/getNumberOfCovariates.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/getNumberOfRows.html b/docs/reference/getNumberOfRows.html
index 2f543902..a219f338 100644
--- a/docs/reference/getNumberOfRows.html
+++ b/docs/reference/getNumberOfRows.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/getNumberOfStrata.html b/docs/reference/getNumberOfStrata.html
index 0dbad563..09eedc36 100644
--- a/docs/reference/getNumberOfStrata.html
+++ b/docs/reference/getNumberOfStrata.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/getNumberOfTypes.html b/docs/reference/getNumberOfTypes.html
index a906ab57..e09c992e 100644
--- a/docs/reference/getNumberOfTypes.html
+++ b/docs/reference/getNumberOfTypes.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/getSEs.html b/docs/reference/getSEs.html
index dad6a05f..357d85aa 100644
--- a/docs/reference/getSEs.html
+++ b/docs/reference/getSEs.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/getUnivariableCorrelation.html b/docs/reference/getUnivariableCorrelation.html
index 2df76f49..d3821613 100644
--- a/docs/reference/getUnivariableCorrelation.html
+++ b/docs/reference/getUnivariableCorrelation.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/getUnivariableSeparability.html b/docs/reference/getUnivariableSeparability.html
index 2a4908ff..ae00bafe 100644
--- a/docs/reference/getUnivariableSeparability.html
+++ b/docs/reference/getUnivariableSeparability.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/index.html b/docs/reference/index.html
index e0666966..b294ffe6 100644
--- a/docs/reference/index.html
+++ b/docs/reference/index.html
@@ -71,7 +71,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -79,7 +79,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -96,7 +96,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
@@ -138,6 +138,12 @@ <h2 id="section-all-functions" class="hasAnchor"><a href="#section-all-functions
       
       <tr>
         
+        <td>
+          <p><code><a href="Multitype.html">Multitype()</a></code> </p>
+        </td>
+        <td><p>Create a multitype outcome object</p></td>
+      </tr><tr>
+        
         <td>
           <p><code><a href="coef.cyclopsFit.html">coef(<i>&lt;cyclopsFit&gt;</i>)</a></code> </p>
         </td>
@@ -306,12 +312,6 @@ <h2 id="section-all-functions" class="hasAnchor"><a href="#section-all-functions
         <td><p>Mean squared error</p></td>
       </tr><tr>
         
-        <td>
-          <p><code><a href="Multitype.html">Multitype()</a></code> </p>
-        </td>
-        <td><p>Create a multitype outcome object</p></td>
-      </tr><tr>
-        
         <td>
           <p><code><a href="oxford.html">oxford</a></code> </p>
         </td>
diff --git a/docs/reference/isInitialized.html b/docs/reference/isInitialized.html
index f3a5adc7..e6eed93a 100644
--- a/docs/reference/isInitialized.html
+++ b/docs/reference/isInitialized.html
@@ -74,7 +74,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -82,7 +82,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -99,7 +99,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/logLik.cyclopsFit.html b/docs/reference/logLik.cyclopsFit.html
index a794b284..b47df32c 100644
--- a/docs/reference/logLik.cyclopsFit.html
+++ b/docs/reference/logLik.cyclopsFit.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
@@ -155,703 +155,76 @@ <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examp
 <span class='co'>#Fit the model</span>
 <span class='va'>fit</span> <span class='op'>&lt;-</span> <span class='fu'><a href='fitCyclopsModel.html'>fitCyclopsModel</a></span><span class='op'>(</span><span class='va'>cyclopsData</span>,prior <span class='op'>=</span> <span class='va'>prior</span>, control <span class='op'>=</span> <span class='va'>control</span><span class='op'>)</span>  
 </div><div class='output co'>#&gt; Using cross-validation selector type byRow
-#&gt; Performing 10-fold cross-validation [seed = 1604638984] with data partitions of sizes 100 100 100 100 100 100 100 100 100 100
+#&gt; Performing 10-fold cross-validation [seed = 1623936646] with data partitions of sizes 100 100 100 100 100 100 100 100 100 100
 #&gt; Using 1 thread(s)
 #&gt; Starting var = 0.237 (default)
-#&gt; Running at Laplace(2.90496) None  Grid-point #1 at 0.237 	Fold #1 Rep #1 pred log like = 49.1689
-#&gt; Running at Laplace(2.90496) None  Grid-point #1 at 0.237 	Fold #2 Rep #1 pred log like = 46.2885
-#&gt; Running at Laplace(2.90496) None  Grid-point #1 at 0.237 	Fold #3 Rep #1 pred log like = 46.0454
-#&gt; Running at Laplace(2.90496) None  Grid-point #1 at 0.237 	Fold #4 Rep #1 pred log like = 82.6947
-#&gt; Running at Laplace(2.90496) None  Grid-point #1 at 0.237 	Fold #5 Rep #1 pred log like = 65.2779
-#&gt; Running at Laplace(2.90496) None  Grid-point #1 at 0.237 	Fold #6 Rep #1 pred log like = 57.3497
-#&gt; Running at Laplace(2.90496) None  Grid-point #1 at 0.237 	Fold #7 Rep #1 pred log like = 51.0739
-#&gt; Running at Laplace(2.90496) None  Grid-point #1 at 0.237 	Fold #8 Rep #1 pred log like = 104.447
-#&gt; Running at Laplace(2.90496) None  Grid-point #1 at 0.237 	Fold #9 Rep #1 pred log like = 65.074
-#&gt; Running at Laplace(2.90496) None  Grid-point #1 at 0.237 	Fold #10 Rep #1 pred log like = 56.0256
-#&gt; AvgPred = 62.3445 with stdev = 17.5833
+#&gt; Running at Laplace(2.90496) None  Grid-point #1 at 0.237 	Fold #1 Rep #1 pred log like = 81.7154
+#&gt; Running at Laplace(2.90496) None  Grid-point #1 at 0.237 	Fold #2 Rep #1 pred log like = 84.3058
+#&gt; Running at Laplace(2.90496) None  Grid-point #1 at 0.237 	Fold #3 Rep #1 pred log like = 44.7229
+#&gt; Running at Laplace(2.90496) None  Grid-point #1 at 0.237 	Fold #4 Rep #1 pred log like = 67.5691
+#&gt; Running at Laplace(2.90496) None  Grid-point #1 at 0.237 	Fold #5 Rep #1 pred log like = 102.612
+#&gt; Running at Laplace(2.90496) None  Grid-point #1 at 0.237 	Fold #6 Rep #1 pred log like = -1.50097
+#&gt; Running at Laplace(2.90496) None  Grid-point #1 at 0.237 	Fold #7 Rep #1 pred log like = 92.0468
+#&gt; Running at Laplace(2.90496) None  Grid-point #1 at 0.237 	Fold #8 Rep #1 pred log like = 37.2992
+#&gt; Running at Laplace(2.90496) None  Grid-point #1 at 0.237 	Fold #9 Rep #1 pred log like = 83.6135
+#&gt; Running at Laplace(2.90496) None  Grid-point #1 at 0.237 	Fold #10 Rep #1 pred log like = 30.8871
+#&gt; AvgPred = 62.327 with stdev = 31.3759
 #&gt; Completed at 0.237
 #&gt; Next point at 2.37 with value 0 and continue = 1
-#&gt; search[ 0.237 ] = 62.3445(17.5833)
-#&gt; 
-#&gt; Running at Laplace(0.91863) None  Grid-point #2 at 2.37 	Fold #1 Rep #1 pred log like = 49.1923
-#&gt; Running at Laplace(0.91863) None  Grid-point #2 at 2.37 	Fold #2 Rep #1 pred log like = 46.2714
-#&gt; Running at Laplace(0.91863) None  Grid-point #2 at 2.37 	Fold #3 Rep #1 pred log like = 45.9551
-#&gt; Running at Laplace(0.91863) None  Grid-point #2 at 2.37 	Fold #4 Rep #1 pred log like = 82.6351
-#&gt; Running at Laplace(0.91863) None  Grid-point #2 at 2.37 	Fold #5 Rep #1 pred log like = 65.2641
-#&gt; Running at Laplace(0.91863) None  Grid-point #2 at 2.37 	Fold #6 Rep #1 pred log like = 57.3012
-#&gt; Running at Laplace(0.91863) None  Grid-point #2 at 2.37 	Fold #7 Rep #1 pred log like = 51.1562
-#&gt; Running at Laplace(0.91863) None  Grid-point #2 at 2.37 	Fold #8 Rep #1 pred log like = 104.537
-#&gt; Running at Laplace(0.91863) None  Grid-point #2 at 2.37 	Fold #9 Rep #1 pred log like = 65.1193
-#&gt; Running at Laplace(0.91863) None  Grid-point #2 at 2.37 	Fold #10 Rep #1 pred log like = 56.0385
-#&gt; AvgPred = 62.347 with stdev = 17.6025
+#&gt; search[ 0.237 ] = 62.327(31.3759)
+#&gt; 
+#&gt; Running at Laplace(0.91863) None  Grid-point #2 at 2.37 	Fold #1 Rep #1 pred log like = 81.7226
+#&gt; Running at Laplace(0.91863) None  Grid-point #2 at 2.37 	Fold #2 Rep #1 pred log like = 84.2611
+#&gt; Running at Laplace(0.91863) None  Grid-point #2 at 2.37 	Fold #3 Rep #1 pred log like = 44.7842
+#&gt; Running at Laplace(0.91863) None  Grid-point #2 at 2.37 	Fold #4 Rep #1 pred log like = 67.5706
+#&gt; Running at Laplace(0.91863) None  Grid-point #2 at 2.37 	Fold #5 Rep #1 pred log like = 102.538
+#&gt; Running at Laplace(0.91863) None  Grid-point #2 at 2.37 	Fold #6 Rep #1 pred log like = -1.49342
+#&gt; Running at Laplace(0.91863) None  Grid-point #2 at 2.37 	Fold #7 Rep #1 pred log like = 91.9862
+#&gt; Running at Laplace(0.91863) None  Grid-point #2 at 2.37 	Fold #8 Rep #1 pred log like = 37.3588
+#&gt; Running at Laplace(0.91863) None  Grid-point #2 at 2.37 	Fold #9 Rep #1 pred log like = 83.6881
+#&gt; Running at Laplace(0.91863) None  Grid-point #2 at 2.37 	Fold #10 Rep #1 pred log like = 30.8629
+#&gt; AvgPred = 62.3279 with stdev = 31.3558
 #&gt; Completed at 2.37
 #&gt; Next point at 23.7 with value 0 and continue = 1
-#&gt; search[ 0.237 ] = 62.3445(17.5833)
-#&gt; search[ 2.37 ] = 62.347(17.6025)
-#&gt; 
-#&gt; Running at Laplace(0.290496) None  Grid-point #3 at 23.7 	Fold #1 Rep #1 pred log like = 49.1992
-#&gt; Running at Laplace(0.290496) None  Grid-point #3 at 23.7 	Fold #2 Rep #1 pred log like = 46.2656
-#&gt; Running at Laplace(0.290496) None  Grid-point #3 at 23.7 	Fold #3 Rep #1 pred log like = 45.9259
-#&gt; Running at Laplace(0.290496) None  Grid-point #3 at 23.7 	Fold #4 Rep #1 pred log like = 82.6157
-#&gt; Running at Laplace(0.290496) None  Grid-point #3 at 23.7 	Fold #5 Rep #1 pred log like = 65.2593
-#&gt; Running at Laplace(0.290496) None  Grid-point #3 at 23.7 	Fold #6 Rep #1 pred log like = 57.2854
-#&gt; Running at Laplace(0.290496) None  Grid-point #3 at 23.7 	Fold #7 Rep #1 pred log like = 51.1817
-#&gt; Running at Laplace(0.290496) None  Grid-point #3 at 23.7 	Fold #8 Rep #1 pred log like = 104.565
-#&gt; Running at Laplace(0.290496) None  Grid-point #3 at 23.7 	Fold #9 Rep #1 pred log like = 65.1333
-#&gt; Running at Laplace(0.290496) None  Grid-point #3 at 23.7 	Fold #10 Rep #1 pred log like = 56.0423
-#&gt; AvgPred = 62.3474 with stdev = 17.6085
+#&gt; search[ 0.237 ] = 62.327(31.3759)
+#&gt; search[ 2.37 ] = 62.3279(31.3558)
+#&gt; 
+#&gt; Running at Laplace(0.290496) None  Grid-point #3 at 23.7 	Fold #1 Rep #1 pred log like = 81.7245
+#&gt; Running at Laplace(0.290496) None  Grid-point #3 at 23.7 	Fold #2 Rep #1 pred log like = 84.2464
+#&gt; Running at Laplace(0.290496) None  Grid-point #3 at 23.7 	Fold #3 Rep #1 pred log like = 44.8033
+#&gt; Running at Laplace(0.290496) None  Grid-point #3 at 23.7 	Fold #4 Rep #1 pred log like = 67.5705
+#&gt; Running at Laplace(0.290496) None  Grid-point #3 at 23.7 	Fold #5 Rep #1 pred log like = 102.514
+#&gt; Running at Laplace(0.290496) None  Grid-point #3 at 23.7 	Fold #6 Rep #1 pred log like = -1.49139
+#&gt; Running at Laplace(0.290496) None  Grid-point #3 at 23.7 	Fold #7 Rep #1 pred log like = 91.9666
+#&gt; Running at Laplace(0.290496) None  Grid-point #3 at 23.7 	Fold #8 Rep #1 pred log like = 37.3773
+#&gt; Running at Laplace(0.290496) None  Grid-point #3 at 23.7 	Fold #9 Rep #1 pred log like = 83.7113
+#&gt; Running at Laplace(0.290496) None  Grid-point #3 at 23.7 	Fold #10 Rep #1 pred log like = 30.8547
+#&gt; AvgPred = 62.3278 with stdev = 31.3495
 #&gt; Completed at 23.7
-#&gt; Next point at 237 with value 0 and continue = 1
-#&gt; search[ 0.237 ] = 62.3445(17.5833)
-#&gt; search[ 2.37 ] = 62.347(17.6025)
-#&gt; search[ 23.7 ] = 62.3474(17.6085)
-#&gt; 
-#&gt; Running at Laplace(0.091863) None  Grid-point #4 at 237 	Fold #1 Rep #1 pred log like = 49.2014
-#&gt; Running at Laplace(0.091863) None  Grid-point #4 at 237 	Fold #2 Rep #1 pred log like = 46.2637
-#&gt; Running at Laplace(0.091863) None  Grid-point #4 at 237 	Fold #3 Rep #1 pred log like = 45.9167
-#&gt; Running at Laplace(0.091863) None  Grid-point #4 at 237 	Fold #4 Rep #1 pred log like = 82.6095
-#&gt; Running at Laplace(0.091863) None  Grid-point #4 at 237 	Fold #5 Rep #1 pred log like = 65.2578
-#&gt; Running at Laplace(0.091863) None  Grid-point #4 at 237 	Fold #6 Rep #1 pred log like = 57.2804
-#&gt; Running at Laplace(0.091863) None  Grid-point #4 at 237 	Fold #7 Rep #1 pred log like = 51.1897
-#&gt; Running at Laplace(0.091863) None  Grid-point #4 at 237 	Fold #8 Rep #1 pred log like = 104.574
-#&gt; Running at Laplace(0.091863) None  Grid-point #4 at 237 	Fold #9 Rep #1 pred log like = 65.1377
-#&gt; Running at Laplace(0.091863) None  Grid-point #4 at 237 	Fold #10 Rep #1 pred log like = 56.0434
-#&gt; AvgPred = 62.3474 with stdev = 17.6104
-#&gt; Completed at 237
-#&gt; Next point at 2370 with value 0 and continue = 1
-#&gt; search[ 0.237 ] = 62.3445(17.5833)
-#&gt; search[ 2.37 ] = 62.347(17.6025)
-#&gt; search[ 23.7 ] = 62.3474(17.6085)
-#&gt; search[ 237 ] = 62.3474(17.6104)
-#&gt; 
-#&gt; Running at Laplace(0.0290496) None  Grid-point #5 at 2370 	Fold #1 Rep #1 pred log like = 49.202
-#&gt; Running at Laplace(0.0290496) None  Grid-point #5 at 2370 	Fold #2 Rep #1 pred log like = 46.2631
-#&gt; Running at Laplace(0.0290496) None  Grid-point #5 at 2370 	Fold #3 Rep #1 pred log like = 45.9137
-#&gt; Running at Laplace(0.0290496) None  Grid-point #5 at 2370 	Fold #4 Rep #1 pred log like = 82.6075
-#&gt; Running at Laplace(0.0290496) None  Grid-point #5 at 2370 	Fold #5 Rep #1 pred log like = 65.2573
-#&gt; Running at Laplace(0.0290496) None  Grid-point #5 at 2370 	Fold #6 Rep #1 pred log like = 57.2788
-#&gt; Running at Laplace(0.0290496) None  Grid-point #5 at 2370 	Fold #7 Rep #1 pred log like = 51.1923
-#&gt; Running at Laplace(0.0290496) None  Grid-point #5 at 2370 	Fold #8 Rep #1 pred log like = 104.577
-#&gt; Running at Laplace(0.0290496) None  Grid-point #5 at 2370 	Fold #9 Rep #1 pred log like = 65.1391
-#&gt; Running at Laplace(0.0290496) None  Grid-point #5 at 2370 	Fold #10 Rep #1 pred log like = 56.0438
-#&gt; AvgPred = 62.3474 with stdev = 17.611
-#&gt; Completed at 2370
-#&gt; Next point at 23700 with value 0 and continue = 1
-#&gt; search[ 0.237 ] = 62.3445(17.5833)
-#&gt; search[ 2.37 ] = 62.347(17.6025)
-#&gt; search[ 23.7 ] = 62.3474(17.6085)
-#&gt; search[ 237 ] = 62.3474(17.6104)
-#&gt; search[ 2370 ] = 62.3474(17.611)
-#&gt; 
-#&gt; Running at Laplace(0.0091863) None  Grid-point #6 at 23700 	Fold #1 Rep #1 pred log like = 49.2022
-#&gt; Running at Laplace(0.0091863) None  Grid-point #6 at 23700 	Fold #2 Rep #1 pred log like = 46.263
-#&gt; Running at Laplace(0.0091863) None  Grid-point #6 at 23700 	Fold #3 Rep #1 pred log like = 45.9128
-#&gt; Running at Laplace(0.0091863) None  Grid-point #6 at 23700 	Fold #4 Rep #1 pred log like = 82.6069
-#&gt; Running at Laplace(0.0091863) None  Grid-point #6 at 23700 	Fold #5 Rep #1 pred log like = 65.2571
-#&gt; Running at Laplace(0.0091863) None  Grid-point #6 at 23700 	Fold #6 Rep #1 pred log like = 57.2783
-#&gt; Running at Laplace(0.0091863) None  Grid-point #6 at 23700 	Fold #7 Rep #1 pred log like = 51.1931
-#&gt; Running at Laplace(0.0091863) None  Grid-point #6 at 23700 	Fold #8 Rep #1 pred log like = 104.578
-#&gt; Running at Laplace(0.0091863) None  Grid-point #6 at 23700 	Fold #9 Rep #1 pred log like = 65.1396
-#&gt; Running at Laplace(0.0091863) None  Grid-point #6 at 23700 	Fold #10 Rep #1 pred log like = 56.0439
-#&gt; AvgPred = 62.3474 with stdev = 17.6112
-#&gt; Completed at 23700
-#&gt; Next point at 237000 with value 0 and continue = 1
-#&gt; search[ 0.237 ] = 62.3445(17.5833)
-#&gt; search[ 2.37 ] = 62.347(17.6025)
-#&gt; search[ 23.7 ] = 62.3474(17.6085)
-#&gt; search[ 237 ] = 62.3474(17.6104)
-#&gt; search[ 2370 ] = 62.3474(17.611)
-#&gt; search[ 23700 ] = 62.3474(17.6112)
-#&gt; 
-#&gt; Running at Laplace(0.00290496) None  Grid-point #7 at 237000 	Fold #1 Rep #1 pred log like = 49.2023
-#&gt; Running at Laplace(0.00290496) None  Grid-point #7 at 237000 	Fold #2 Rep #1 pred log like = 46.2629
-#&gt; Running at Laplace(0.00290496) None  Grid-point #7 at 237000 	Fold #3 Rep #1 pred log like = 45.9125
-#&gt; Running at Laplace(0.00290496) None  Grid-point #7 at 237000 	Fold #4 Rep #1 pred log like = 82.6067
-#&gt; Running at Laplace(0.00290496) None  Grid-point #7 at 237000 	Fold #5 Rep #1 pred log like = 65.2571
-#&gt; Running at Laplace(0.00290496) None  Grid-point #7 at 237000 	Fold #6 Rep #1 pred log like = 57.2781
-#&gt; Running at Laplace(0.00290496) None  Grid-point #7 at 237000 	Fold #7 Rep #1 pred log like = 51.1933
-#&gt; Running at Laplace(0.00290496) None  Grid-point #7 at 237000 	Fold #8 Rep #1 pred log like = 104.578
-#&gt; Running at Laplace(0.00290496) None  Grid-point #7 at 237000 	Fold #9 Rep #1 pred log like = 65.1397
-#&gt; Running at Laplace(0.00290496) None  Grid-point #7 at 237000 	Fold #10 Rep #1 pred log like = 56.0439
-#&gt; AvgPred = 62.3474 with stdev = 17.6113
-#&gt; Completed at 237000
-#&gt; Next point at 2.37e+06 with value 0 and continue = 1
-#&gt; search[ 0.237 ] = 62.3445(17.5833)
-#&gt; search[ 2.37 ] = 62.347(17.6025)
-#&gt; search[ 23.7 ] = 62.3474(17.6085)
-#&gt; search[ 237 ] = 62.3474(17.6104)
-#&gt; search[ 2370 ] = 62.3474(17.611)
-#&gt; search[ 23700 ] = 62.3474(17.6112)
-#&gt; search[ 237000 ] = 62.3474(17.6113)
-#&gt; 
-#&gt; Running at Laplace(0.00091863) None  Grid-point #8 at 2.37e+06 	Fold #1 Rep #1 pred log like = 49.2023
-#&gt; Running at Laplace(0.00091863) None  Grid-point #8 at 2.37e+06 	Fold #2 Rep #1 pred log like = 46.2629
-#&gt; Running at Laplace(0.00091863) None  Grid-point #8 at 2.37e+06 	Fold #3 Rep #1 pred log like = 45.9124
-#&gt; Running at Laplace(0.00091863) None  Grid-point #8 at 2.37e+06 	Fold #4 Rep #1 pred log like = 82.6066
-#&gt; Running at Laplace(0.00091863) None  Grid-point #8 at 2.37e+06 	Fold #5 Rep #1 pred log like = 65.2571
-#&gt; Running at Laplace(0.00091863) None  Grid-point #8 at 2.37e+06 	Fold #6 Rep #1 pred log like = 57.2781
-#&gt; Running at Laplace(0.00091863) None  Grid-point #8 at 2.37e+06 	Fold #7 Rep #1 pred log like = 51.1934
-#&gt; Running at Laplace(0.00091863) None  Grid-point #8 at 2.37e+06 	Fold #8 Rep #1 pred log like = 104.578
-#&gt; Running at Laplace(0.00091863) None  Grid-point #8 at 2.37e+06 	Fold #9 Rep #1 pred log like = 65.1397
-#&gt; Running at Laplace(0.00091863) None  Grid-point #8 at 2.37e+06 	Fold #10 Rep #1 pred log like = 56.0439
-#&gt; AvgPred = 62.3474 with stdev = 17.6113
-#&gt; Completed at 2.37e+06
-#&gt; Next point at 2.37e+07 with value 0 and continue = 1
-#&gt; search[ 0.237 ] = 62.3445(17.5833)
-#&gt; search[ 2.37 ] = 62.347(17.6025)
-#&gt; search[ 23.7 ] = 62.3474(17.6085)
-#&gt; search[ 237 ] = 62.3474(17.6104)
-#&gt; search[ 2370 ] = 62.3474(17.611)
-#&gt; search[ 23700 ] = 62.3474(17.6112)
-#&gt; search[ 237000 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+06 ] = 62.3474(17.6113)
-#&gt; 
-#&gt; Running at Laplace(0.000290496) None  Grid-point #9 at 2.37e+07 	Fold #1 Rep #1 pred log like = 49.2023
-#&gt; Running at Laplace(0.000290496) None  Grid-point #9 at 2.37e+07 	Fold #2 Rep #1 pred log like = 46.2629
-#&gt; Running at Laplace(0.000290496) None  Grid-point #9 at 2.37e+07 	Fold #3 Rep #1 pred log like = 45.9124
-#&gt; Running at Laplace(0.000290496) None  Grid-point #9 at 2.37e+07 	Fold #4 Rep #1 pred log like = 82.6066
-#&gt; Running at Laplace(0.000290496) None  Grid-point #9 at 2.37e+07 	Fold #5 Rep #1 pred log like = 65.2571
-#&gt; Running at Laplace(0.000290496) None  Grid-point #9 at 2.37e+07 	Fold #6 Rep #1 pred log like = 57.278
-#&gt; Running at Laplace(0.000290496) None  Grid-point #9 at 2.37e+07 	Fold #7 Rep #1 pred log like = 51.1934
-#&gt; Running at Laplace(0.000290496) None  Grid-point #9 at 2.37e+07 	Fold #8 Rep #1 pred log like = 104.578
-#&gt; Running at Laplace(0.000290496) None  Grid-point #9 at 2.37e+07 	Fold #9 Rep #1 pred log like = 65.1398
-#&gt; Running at Laplace(0.000290496) None  Grid-point #9 at 2.37e+07 	Fold #10 Rep #1 pred log like = 56.044
-#&gt; AvgPred = 62.3474 with stdev = 17.6113
-#&gt; Completed at 2.37e+07
-#&gt; Next point at 2.37e+08 with value 0 and continue = 1
-#&gt; search[ 0.237 ] = 62.3445(17.5833)
-#&gt; search[ 2.37 ] = 62.347(17.6025)
-#&gt; search[ 23.7 ] = 62.3474(17.6085)
-#&gt; search[ 237 ] = 62.3474(17.6104)
-#&gt; search[ 2370 ] = 62.3474(17.611)
-#&gt; search[ 23700 ] = 62.3474(17.6112)
-#&gt; search[ 237000 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+06 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+07 ] = 62.3474(17.6113)
-#&gt; 
-#&gt; Running at Laplace(9.1863e-05) None  Grid-point #10 at 2.37e+08 	Fold #1 Rep #1 pred log like = 49.2023
-#&gt; Running at Laplace(9.1863e-05) None  Grid-point #10 at 2.37e+08 	Fold #2 Rep #1 pred log like = 46.2629
-#&gt; Running at Laplace(9.1863e-05) None  Grid-point #10 at 2.37e+08 	Fold #3 Rep #1 pred log like = 45.9124
-#&gt; Running at Laplace(9.1863e-05) None  Grid-point #10 at 2.37e+08 	Fold #4 Rep #1 pred log like = 82.6066
-#&gt; Running at Laplace(9.1863e-05) None  Grid-point #10 at 2.37e+08 	Fold #5 Rep #1 pred log like = 65.2571
-#&gt; Running at Laplace(9.1863e-05) None  Grid-point #10 at 2.37e+08 	Fold #6 Rep #1 pred log like = 57.278
-#&gt; Running at Laplace(9.1863e-05) None  Grid-point #10 at 2.37e+08 	Fold #7 Rep #1 pred log like = 51.1934
-#&gt; Running at Laplace(9.1863e-05) None  Grid-point #10 at 2.37e+08 	Fold #8 Rep #1 pred log like = 104.578
-#&gt; Running at Laplace(9.1863e-05) None  Grid-point #10 at 2.37e+08 	Fold #9 Rep #1 pred log like = 65.1398
-#&gt; Running at Laplace(9.1863e-05) None  Grid-point #10 at 2.37e+08 	Fold #10 Rep #1 pred log like = 56.044
-#&gt; AvgPred = 62.3474 with stdev = 17.6113
-#&gt; Completed at 2.37e+08
-#&gt; Next point at 2.37e+09 with value 0 and continue = 1
-#&gt; search[ 0.237 ] = 62.3445(17.5833)
-#&gt; search[ 2.37 ] = 62.347(17.6025)
-#&gt; search[ 23.7 ] = 62.3474(17.6085)
-#&gt; search[ 237 ] = 62.3474(17.6104)
-#&gt; search[ 2370 ] = 62.3474(17.611)
-#&gt; search[ 23700 ] = 62.3474(17.6112)
-#&gt; search[ 237000 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+06 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+07 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+08 ] = 62.3474(17.6113)
-#&gt; 
-#&gt; Running at Laplace(2.90496e-05) None  Grid-point #11 at 2.37e+09 	Fold #1 Rep #1 pred log like = 49.2023
-#&gt; Running at Laplace(2.90496e-05) None  Grid-point #11 at 2.37e+09 	Fold #2 Rep #1 pred log like = 46.2629
-#&gt; Running at Laplace(2.90496e-05) None  Grid-point #11 at 2.37e+09 	Fold #3 Rep #1 pred log like = 45.9124
-#&gt; Running at Laplace(2.90496e-05) None  Grid-point #11 at 2.37e+09 	Fold #4 Rep #1 pred log like = 82.6066
-#&gt; Running at Laplace(2.90496e-05) None  Grid-point #11 at 2.37e+09 	Fold #5 Rep #1 pred log like = 65.2571
-#&gt; Running at Laplace(2.90496e-05) None  Grid-point #11 at 2.37e+09 	Fold #6 Rep #1 pred log like = 57.278
-#&gt; Running at Laplace(2.90496e-05) None  Grid-point #11 at 2.37e+09 	Fold #7 Rep #1 pred log like = 51.1934
-#&gt; Running at Laplace(2.90496e-05) None  Grid-point #11 at 2.37e+09 	Fold #8 Rep #1 pred log like = 104.578
-#&gt; Running at Laplace(2.90496e-05) None  Grid-point #11 at 2.37e+09 	Fold #9 Rep #1 pred log like = 65.1398
-#&gt; Running at Laplace(2.90496e-05) None  Grid-point #11 at 2.37e+09 	Fold #10 Rep #1 pred log like = 56.044
-#&gt; AvgPred = 62.3474 with stdev = 17.6113
-#&gt; Completed at 2.37e+09
-#&gt; Next point at 2.37e+10 with value 0 and continue = 1
-#&gt; search[ 0.237 ] = 62.3445(17.5833)
-#&gt; search[ 2.37 ] = 62.347(17.6025)
-#&gt; search[ 23.7 ] = 62.3474(17.6085)
-#&gt; search[ 237 ] = 62.3474(17.6104)
-#&gt; search[ 2370 ] = 62.3474(17.611)
-#&gt; search[ 23700 ] = 62.3474(17.6112)
-#&gt; search[ 237000 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+06 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+07 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+08 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+09 ] = 62.3474(17.6113)
-#&gt; 
-#&gt; Running at Laplace(9.1863e-06) None  Grid-point #12 at 2.37e+10 	Fold #1 Rep #1 pred log like = 49.2023
-#&gt; Running at Laplace(9.1863e-06) None  Grid-point #12 at 2.37e+10 	Fold #2 Rep #1 pred log like = 46.2629
-#&gt; Running at Laplace(9.1863e-06) None  Grid-point #12 at 2.37e+10 	Fold #3 Rep #1 pred log like = 45.9124
-#&gt; Running at Laplace(9.1863e-06) None  Grid-point #12 at 2.37e+10 	Fold #4 Rep #1 pred log like = 82.6066
-#&gt; Running at Laplace(9.1863e-06) None  Grid-point #12 at 2.37e+10 	Fold #5 Rep #1 pred log like = 65.2571
-#&gt; Running at Laplace(9.1863e-06) None  Grid-point #12 at 2.37e+10 	Fold #6 Rep #1 pred log like = 57.278
-#&gt; Running at Laplace(9.1863e-06) None  Grid-point #12 at 2.37e+10 	Fold #7 Rep #1 pred log like = 51.1934
-#&gt; Running at Laplace(9.1863e-06) None  Grid-point #12 at 2.37e+10 	Fold #8 Rep #1 pred log like = 104.578
-#&gt; Running at Laplace(9.1863e-06) None  Grid-point #12 at 2.37e+10 	Fold #9 Rep #1 pred log like = 65.1398
-#&gt; Running at Laplace(9.1863e-06) None  Grid-point #12 at 2.37e+10 	Fold #10 Rep #1 pred log like = 56.044
-#&gt; AvgPred = 62.3474 with stdev = 17.6113
-#&gt; Completed at 2.37e+10
-#&gt; Next point at 2.37e+11 with value 0 and continue = 1
-#&gt; search[ 0.237 ] = 62.3445(17.5833)
-#&gt; search[ 2.37 ] = 62.347(17.6025)
-#&gt; search[ 23.7 ] = 62.3474(17.6085)
-#&gt; search[ 237 ] = 62.3474(17.6104)
-#&gt; search[ 2370 ] = 62.3474(17.611)
-#&gt; search[ 23700 ] = 62.3474(17.6112)
-#&gt; search[ 237000 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+06 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+07 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+08 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+09 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+10 ] = 62.3474(17.6113)
-#&gt; 
-#&gt; Running at Laplace(2.90496e-06) None  Grid-point #13 at 2.37e+11 	Fold #1 Rep #1 pred log like = 49.2023
-#&gt; Running at Laplace(2.90496e-06) None  Grid-point #13 at 2.37e+11 	Fold #2 Rep #1 pred log like = 46.2629
-#&gt; Running at Laplace(2.90496e-06) None  Grid-point #13 at 2.37e+11 	Fold #3 Rep #1 pred log like = 45.9124
-#&gt; Running at Laplace(2.90496e-06) None  Grid-point #13 at 2.37e+11 	Fold #4 Rep #1 pred log like = 82.6066
-#&gt; Running at Laplace(2.90496e-06) None  Grid-point #13 at 2.37e+11 	Fold #5 Rep #1 pred log like = 65.2571
-#&gt; Running at Laplace(2.90496e-06) None  Grid-point #13 at 2.37e+11 	Fold #6 Rep #1 pred log like = 57.278
-#&gt; Running at Laplace(2.90496e-06) None  Grid-point #13 at 2.37e+11 	Fold #7 Rep #1 pred log like = 51.1934
-#&gt; Running at Laplace(2.90496e-06) None  Grid-point #13 at 2.37e+11 	Fold #8 Rep #1 pred log like = 104.578
-#&gt; Running at Laplace(2.90496e-06) None  Grid-point #13 at 2.37e+11 	Fold #9 Rep #1 pred log like = 65.1398
-#&gt; Running at Laplace(2.90496e-06) None  Grid-point #13 at 2.37e+11 	Fold #10 Rep #1 pred log like = 56.044
-#&gt; AvgPred = 62.3474 with stdev = 17.6113
-#&gt; Completed at 2.37e+11
-#&gt; Next point at 2.37e+12 with value 0 and continue = 1
-#&gt; search[ 0.237 ] = 62.3445(17.5833)
-#&gt; search[ 2.37 ] = 62.347(17.6025)
-#&gt; search[ 23.7 ] = 62.3474(17.6085)
-#&gt; search[ 237 ] = 62.3474(17.6104)
-#&gt; search[ 2370 ] = 62.3474(17.611)
-#&gt; search[ 23700 ] = 62.3474(17.6112)
-#&gt; search[ 237000 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+06 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+07 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+08 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+09 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+10 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+11 ] = 62.3474(17.6113)
-#&gt; 
-#&gt; Running at Laplace(9.1863e-07) None  Grid-point #14 at 2.37e+12 	Fold #1 Rep #1 pred log like = 49.2023
-#&gt; Running at Laplace(9.1863e-07) None  Grid-point #14 at 2.37e+12 	Fold #2 Rep #1 pred log like = 46.2629
-#&gt; Running at Laplace(9.1863e-07) None  Grid-point #14 at 2.37e+12 	Fold #3 Rep #1 pred log like = 45.9124
-#&gt; Running at Laplace(9.1863e-07) None  Grid-point #14 at 2.37e+12 	Fold #4 Rep #1 pred log like = 82.6066
-#&gt; Running at Laplace(9.1863e-07) None  Grid-point #14 at 2.37e+12 	Fold #5 Rep #1 pred log like = 65.2571
-#&gt; Running at Laplace(9.1863e-07) None  Grid-point #14 at 2.37e+12 	Fold #6 Rep #1 pred log like = 57.278
-#&gt; Running at Laplace(9.1863e-07) None  Grid-point #14 at 2.37e+12 	Fold #7 Rep #1 pred log like = 51.1934
-#&gt; Running at Laplace(9.1863e-07) None  Grid-point #14 at 2.37e+12 	Fold #8 Rep #1 pred log like = 104.578
-#&gt; Running at Laplace(9.1863e-07) None  Grid-point #14 at 2.37e+12 	Fold #9 Rep #1 pred log like = 65.1398
-#&gt; Running at Laplace(9.1863e-07) None  Grid-point #14 at 2.37e+12 	Fold #10 Rep #1 pred log like = 56.044
-#&gt; AvgPred = 62.3474 with stdev = 17.6113
-#&gt; Completed at 2.37e+12
-#&gt; Next point at 2.37e+13 with value 0 and continue = 1
-#&gt; search[ 0.237 ] = 62.3445(17.5833)
-#&gt; search[ 2.37 ] = 62.347(17.6025)
-#&gt; search[ 23.7 ] = 62.3474(17.6085)
-#&gt; search[ 237 ] = 62.3474(17.6104)
-#&gt; search[ 2370 ] = 62.3474(17.611)
-#&gt; search[ 23700 ] = 62.3474(17.6112)
-#&gt; search[ 237000 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+06 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+07 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+08 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+09 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+10 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+11 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+12 ] = 62.3474(17.6113)
-#&gt; 
-#&gt; Running at Laplace(2.90496e-07) None  Grid-point #15 at 2.37e+13 	Fold #1 Rep #1 pred log like = 49.2023
-#&gt; Running at Laplace(2.90496e-07) None  Grid-point #15 at 2.37e+13 	Fold #2 Rep #1 pred log like = 46.2629
-#&gt; Running at Laplace(2.90496e-07) None  Grid-point #15 at 2.37e+13 	Fold #3 Rep #1 pred log like = 45.9124
-#&gt; Running at Laplace(2.90496e-07) None  Grid-point #15 at 2.37e+13 	Fold #4 Rep #1 pred log like = 82.6066
-#&gt; Running at Laplace(2.90496e-07) None  Grid-point #15 at 2.37e+13 	Fold #5 Rep #1 pred log like = 65.2571
-#&gt; Running at Laplace(2.90496e-07) None  Grid-point #15 at 2.37e+13 	Fold #6 Rep #1 pred log like = 57.278
-#&gt; Running at Laplace(2.90496e-07) None  Grid-point #15 at 2.37e+13 	Fold #7 Rep #1 pred log like = 51.1934
-#&gt; Running at Laplace(2.90496e-07) None  Grid-point #15 at 2.37e+13 	Fold #8 Rep #1 pred log like = 104.578
-#&gt; Running at Laplace(2.90496e-07) None  Grid-point #15 at 2.37e+13 	Fold #9 Rep #1 pred log like = 65.1398
-#&gt; Running at Laplace(2.90496e-07) None  Grid-point #15 at 2.37e+13 	Fold #10 Rep #1 pred log like = 56.044
-#&gt; AvgPred = 62.3474 with stdev = 17.6113
-#&gt; Completed at 2.37e+13
-#&gt; Next point at 2.37e+14 with value 0 and continue = 1
-#&gt; search[ 0.237 ] = 62.3445(17.5833)
-#&gt; search[ 2.37 ] = 62.347(17.6025)
-#&gt; search[ 23.7 ] = 62.3474(17.6085)
-#&gt; search[ 237 ] = 62.3474(17.6104)
-#&gt; search[ 2370 ] = 62.3474(17.611)
-#&gt; search[ 23700 ] = 62.3474(17.6112)
-#&gt; search[ 237000 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+06 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+07 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+08 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+09 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+10 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+11 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+12 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+13 ] = 62.3474(17.6113)
-#&gt; 
-#&gt; Running at Laplace(9.1863e-08) None  Grid-point #16 at 2.37e+14 	Fold #1 Rep #1 pred log like = 49.2023
-#&gt; Running at Laplace(9.1863e-08) None  Grid-point #16 at 2.37e+14 	Fold #2 Rep #1 pred log like = 46.2629
-#&gt; Running at Laplace(9.1863e-08) None  Grid-point #16 at 2.37e+14 	Fold #3 Rep #1 pred log like = 45.9124
-#&gt; Running at Laplace(9.1863e-08) None  Grid-point #16 at 2.37e+14 	Fold #4 Rep #1 pred log like = 82.6066
-#&gt; Running at Laplace(9.1863e-08) None  Grid-point #16 at 2.37e+14 	Fold #5 Rep #1 pred log like = 65.2571
-#&gt; Running at Laplace(9.1863e-08) None  Grid-point #16 at 2.37e+14 	Fold #6 Rep #1 pred log like = 57.278
-#&gt; Running at Laplace(9.1863e-08) None  Grid-point #16 at 2.37e+14 	Fold #7 Rep #1 pred log like = 51.1934
-#&gt; Running at Laplace(9.1863e-08) None  Grid-point #16 at 2.37e+14 	Fold #8 Rep #1 pred log like = 104.578
-#&gt; Running at Laplace(9.1863e-08) None  Grid-point #16 at 2.37e+14 	Fold #9 Rep #1 pred log like = 65.1398
-#&gt; Running at Laplace(9.1863e-08) None  Grid-point #16 at 2.37e+14 	Fold #10 Rep #1 pred log like = 56.044
-#&gt; AvgPred = 62.3474 with stdev = 17.6113
-#&gt; Completed at 2.37e+14
-#&gt; Next point at 2.37e+15 with value 0 and continue = 1
-#&gt; search[ 0.237 ] = 62.3445(17.5833)
-#&gt; search[ 2.37 ] = 62.347(17.6025)
-#&gt; search[ 23.7 ] = 62.3474(17.6085)
-#&gt; search[ 237 ] = 62.3474(17.6104)
-#&gt; search[ 2370 ] = 62.3474(17.611)
-#&gt; search[ 23700 ] = 62.3474(17.6112)
-#&gt; search[ 237000 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+06 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+07 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+08 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+09 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+10 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+11 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+12 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+13 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+14 ] = 62.3474(17.6113)
-#&gt; 
-#&gt; Running at Laplace(2.90496e-08) None  Grid-point #17 at 2.37e+15 	Fold #1 Rep #1 pred log like = 49.2023
-#&gt; Running at Laplace(2.90496e-08) None  Grid-point #17 at 2.37e+15 	Fold #2 Rep #1 pred log like = 46.2629
-#&gt; Running at Laplace(2.90496e-08) None  Grid-point #17 at 2.37e+15 	Fold #3 Rep #1 pred log like = 45.9124
-#&gt; Running at Laplace(2.90496e-08) None  Grid-point #17 at 2.37e+15 	Fold #4 Rep #1 pred log like = 82.6066
-#&gt; Running at Laplace(2.90496e-08) None  Grid-point #17 at 2.37e+15 	Fold #5 Rep #1 pred log like = 65.2571
-#&gt; Running at Laplace(2.90496e-08) None  Grid-point #17 at 2.37e+15 	Fold #6 Rep #1 pred log like = 57.278
-#&gt; Running at Laplace(2.90496e-08) None  Grid-point #17 at 2.37e+15 	Fold #7 Rep #1 pred log like = 51.1934
-#&gt; Running at Laplace(2.90496e-08) None  Grid-point #17 at 2.37e+15 	Fold #8 Rep #1 pred log like = 104.578
-#&gt; Running at Laplace(2.90496e-08) None  Grid-point #17 at 2.37e+15 	Fold #9 Rep #1 pred log like = 65.1398
-#&gt; Running at Laplace(2.90496e-08) None  Grid-point #17 at 2.37e+15 	Fold #10 Rep #1 pred log like = 56.044
-#&gt; AvgPred = 62.3474 with stdev = 17.6113
-#&gt; Completed at 2.37e+15
-#&gt; Next point at 2.37e+16 with value 0 and continue = 1
-#&gt; search[ 0.237 ] = 62.3445(17.5833)
-#&gt; search[ 2.37 ] = 62.347(17.6025)
-#&gt; search[ 23.7 ] = 62.3474(17.6085)
-#&gt; search[ 237 ] = 62.3474(17.6104)
-#&gt; search[ 2370 ] = 62.3474(17.611)
-#&gt; search[ 23700 ] = 62.3474(17.6112)
-#&gt; search[ 237000 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+06 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+07 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+08 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+09 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+10 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+11 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+12 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+13 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+14 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+15 ] = 62.3474(17.6113)
-#&gt; 
-#&gt; Running at Laplace(9.1863e-09) None  Grid-point #18 at 2.37e+16 	Fold #1 Rep #1 pred log like = 49.2023
-#&gt; Running at Laplace(9.1863e-09) None  Grid-point #18 at 2.37e+16 	Fold #2 Rep #1 pred log like = 46.2629
-#&gt; Running at Laplace(9.1863e-09) None  Grid-point #18 at 2.37e+16 	Fold #3 Rep #1 pred log like = 45.9124
-#&gt; Running at Laplace(9.1863e-09) None  Grid-point #18 at 2.37e+16 	Fold #4 Rep #1 pred log like = 82.6066
-#&gt; Running at Laplace(9.1863e-09) None  Grid-point #18 at 2.37e+16 	Fold #5 Rep #1 pred log like = 65.2571
-#&gt; Running at Laplace(9.1863e-09) None  Grid-point #18 at 2.37e+16 	Fold #6 Rep #1 pred log like = 57.278
-#&gt; Running at Laplace(9.1863e-09) None  Grid-point #18 at 2.37e+16 	Fold #7 Rep #1 pred log like = 51.1934
-#&gt; Running at Laplace(9.1863e-09) None  Grid-point #18 at 2.37e+16 	Fold #8 Rep #1 pred log like = 104.578
-#&gt; Running at Laplace(9.1863e-09) None  Grid-point #18 at 2.37e+16 	Fold #9 Rep #1 pred log like = 65.1398
-#&gt; Running at Laplace(9.1863e-09) None  Grid-point #18 at 2.37e+16 	Fold #10 Rep #1 pred log like = 56.044
-#&gt; AvgPred = 62.3474 with stdev = 17.6113
-#&gt; Completed at 2.37e+16
-#&gt; Next point at 2.37e+17 with value 0 and continue = 1
-#&gt; search[ 0.237 ] = 62.3445(17.5833)
-#&gt; search[ 2.37 ] = 62.347(17.6025)
-#&gt; search[ 23.7 ] = 62.3474(17.6085)
-#&gt; search[ 237 ] = 62.3474(17.6104)
-#&gt; search[ 2370 ] = 62.3474(17.611)
-#&gt; search[ 23700 ] = 62.3474(17.6112)
-#&gt; search[ 237000 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+06 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+07 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+08 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+09 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+10 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+11 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+12 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+13 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+14 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+15 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+16 ] = 62.3474(17.6113)
-#&gt; 
-#&gt; Running at Laplace(2.90496e-09) None  Grid-point #19 at 2.37e+17 	Fold #1 Rep #1 pred log like = 49.2023
-#&gt; Running at Laplace(2.90496e-09) None  Grid-point #19 at 2.37e+17 	Fold #2 Rep #1 pred log like = 46.2629
-#&gt; Running at Laplace(2.90496e-09) None  Grid-point #19 at 2.37e+17 	Fold #3 Rep #1 pred log like = 45.9124
-#&gt; Running at Laplace(2.90496e-09) None  Grid-point #19 at 2.37e+17 	Fold #4 Rep #1 pred log like = 82.6066
-#&gt; Running at Laplace(2.90496e-09) None  Grid-point #19 at 2.37e+17 	Fold #5 Rep #1 pred log like = 65.2571
-#&gt; Running at Laplace(2.90496e-09) None  Grid-point #19 at 2.37e+17 	Fold #6 Rep #1 pred log like = 57.278
-#&gt; Running at Laplace(2.90496e-09) None  Grid-point #19 at 2.37e+17 	Fold #7 Rep #1 pred log like = 51.1934
-#&gt; Running at Laplace(2.90496e-09) None  Grid-point #19 at 2.37e+17 	Fold #8 Rep #1 pred log like = 104.578
-#&gt; Running at Laplace(2.90496e-09) None  Grid-point #19 at 2.37e+17 	Fold #9 Rep #1 pred log like = 65.1398
-#&gt; Running at Laplace(2.90496e-09) None  Grid-point #19 at 2.37e+17 	Fold #10 Rep #1 pred log like = 56.044
-#&gt; AvgPred = 62.3474 with stdev = 17.6113
-#&gt; Completed at 2.37e+17
-#&gt; Next point at 2.37e+18 with value 0 and continue = 1
-#&gt; search[ 0.237 ] = 62.3445(17.5833)
-#&gt; search[ 2.37 ] = 62.347(17.6025)
-#&gt; search[ 23.7 ] = 62.3474(17.6085)
-#&gt; search[ 237 ] = 62.3474(17.6104)
-#&gt; search[ 2370 ] = 62.3474(17.611)
-#&gt; search[ 23700 ] = 62.3474(17.6112)
-#&gt; search[ 237000 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+06 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+07 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+08 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+09 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+10 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+11 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+12 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+13 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+14 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+15 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+16 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+17 ] = 62.3474(17.6113)
-#&gt; 
-#&gt; Running at Laplace(9.1863e-10) None  Grid-point #20 at 2.37e+18 	Fold #1 Rep #1 pred log like = 49.2023
-#&gt; Running at Laplace(9.1863e-10) None  Grid-point #20 at 2.37e+18 	Fold #2 Rep #1 pred log like = 46.2629
-#&gt; Running at Laplace(9.1863e-10) None  Grid-point #20 at 2.37e+18 	Fold #3 Rep #1 pred log like = 45.9124
-#&gt; Running at Laplace(9.1863e-10) None  Grid-point #20 at 2.37e+18 	Fold #4 Rep #1 pred log like = 82.6066
-#&gt; Running at Laplace(9.1863e-10) None  Grid-point #20 at 2.37e+18 	Fold #5 Rep #1 pred log like = 65.2571
-#&gt; Running at Laplace(9.1863e-10) None  Grid-point #20 at 2.37e+18 	Fold #6 Rep #1 pred log like = 57.278
-#&gt; Running at Laplace(9.1863e-10) None  Grid-point #20 at 2.37e+18 	Fold #7 Rep #1 pred log like = 51.1934
-#&gt; Running at Laplace(9.1863e-10) None  Grid-point #20 at 2.37e+18 	Fold #8 Rep #1 pred log like = 104.578
-#&gt; Running at Laplace(9.1863e-10) None  Grid-point #20 at 2.37e+18 	Fold #9 Rep #1 pred log like = 65.1398
-#&gt; Running at Laplace(9.1863e-10) None  Grid-point #20 at 2.37e+18 	Fold #10 Rep #1 pred log like = 56.044
-#&gt; AvgPred = 62.3474 with stdev = 17.6113
-#&gt; Completed at 2.37e+18
-#&gt; Next point at 2.37e+19 with value 0 and continue = 1
-#&gt; search[ 0.237 ] = 62.3445(17.5833)
-#&gt; search[ 2.37 ] = 62.347(17.6025)
-#&gt; search[ 23.7 ] = 62.3474(17.6085)
-#&gt; search[ 237 ] = 62.3474(17.6104)
-#&gt; search[ 2370 ] = 62.3474(17.611)
-#&gt; search[ 23700 ] = 62.3474(17.6112)
-#&gt; search[ 237000 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+06 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+07 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+08 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+09 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+10 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+11 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+12 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+13 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+14 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+15 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+16 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+17 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+18 ] = 62.3474(17.6113)
-#&gt; 
-#&gt; Running at Laplace(2.90496e-10) None  Grid-point #21 at 2.37e+19 	Fold #1 Rep #1 pred log like = 49.2023
-#&gt; Running at Laplace(2.90496e-10) None  Grid-point #21 at 2.37e+19 	Fold #2 Rep #1 pred log like = 46.2629
-#&gt; Running at Laplace(2.90496e-10) None  Grid-point #21 at 2.37e+19 	Fold #3 Rep #1 pred log like = 45.9124
-#&gt; Running at Laplace(2.90496e-10) None  Grid-point #21 at 2.37e+19 	Fold #4 Rep #1 pred log like = 82.6066
-#&gt; Running at Laplace(2.90496e-10) None  Grid-point #21 at 2.37e+19 	Fold #5 Rep #1 pred log like = 65.2571
-#&gt; Running at Laplace(2.90496e-10) None  Grid-point #21 at 2.37e+19 	Fold #6 Rep #1 pred log like = 57.278
-#&gt; Running at Laplace(2.90496e-10) None  Grid-point #21 at 2.37e+19 	Fold #7 Rep #1 pred log like = 51.1934
-#&gt; Running at Laplace(2.90496e-10) None  Grid-point #21 at 2.37e+19 	Fold #8 Rep #1 pred log like = 104.578
-#&gt; Running at Laplace(2.90496e-10) None  Grid-point #21 at 2.37e+19 	Fold #9 Rep #1 pred log like = 65.1398
-#&gt; Running at Laplace(2.90496e-10) None  Grid-point #21 at 2.37e+19 	Fold #10 Rep #1 pred log like = 56.044
-#&gt; AvgPred = 62.3474 with stdev = 17.6113
-#&gt; Completed at 2.37e+19
-#&gt; Next point at 2.37e+20 with value 0 and continue = 1
-#&gt; search[ 0.237 ] = 62.3445(17.5833)
-#&gt; search[ 2.37 ] = 62.347(17.6025)
-#&gt; search[ 23.7 ] = 62.3474(17.6085)
-#&gt; search[ 237 ] = 62.3474(17.6104)
-#&gt; search[ 2370 ] = 62.3474(17.611)
-#&gt; search[ 23700 ] = 62.3474(17.6112)
-#&gt; search[ 237000 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+06 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+07 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+08 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+09 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+10 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+11 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+12 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+13 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+14 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+15 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+16 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+17 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+18 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+19 ] = 62.3474(17.6113)
-#&gt; 
-#&gt; Running at Laplace(9.1863e-11) None  Grid-point #22 at 2.37e+20 	Fold #1 Rep #1 pred log like = 49.2023
-#&gt; Running at Laplace(9.1863e-11) None  Grid-point #22 at 2.37e+20 	Fold #2 Rep #1 pred log like = 46.2629
-#&gt; Running at Laplace(9.1863e-11) None  Grid-point #22 at 2.37e+20 	Fold #3 Rep #1 pred log like = 45.9124
-#&gt; Running at Laplace(9.1863e-11) None  Grid-point #22 at 2.37e+20 	Fold #4 Rep #1 pred log like = 82.6066
-#&gt; Running at Laplace(9.1863e-11) None  Grid-point #22 at 2.37e+20 	Fold #5 Rep #1 pred log like = 65.2571
-#&gt; Running at Laplace(9.1863e-11) None  Grid-point #22 at 2.37e+20 	Fold #6 Rep #1 pred log like = 57.278
-#&gt; Running at Laplace(9.1863e-11) None  Grid-point #22 at 2.37e+20 	Fold #7 Rep #1 pred log like = 51.1934
-#&gt; Running at Laplace(9.1863e-11) None  Grid-point #22 at 2.37e+20 	Fold #8 Rep #1 pred log like = 104.578
-#&gt; Running at Laplace(9.1863e-11) None  Grid-point #22 at 2.37e+20 	Fold #9 Rep #1 pred log like = 65.1398
-#&gt; Running at Laplace(9.1863e-11) None  Grid-point #22 at 2.37e+20 	Fold #10 Rep #1 pred log like = 56.044
-#&gt; AvgPred = 62.3474 with stdev = 17.6113
-#&gt; Completed at 2.37e+20
-#&gt; Next point at 2.37e+21 with value 0 and continue = 1
-#&gt; search[ 0.237 ] = 62.3445(17.5833)
-#&gt; search[ 2.37 ] = 62.347(17.6025)
-#&gt; search[ 23.7 ] = 62.3474(17.6085)
-#&gt; search[ 237 ] = 62.3474(17.6104)
-#&gt; search[ 2370 ] = 62.3474(17.611)
-#&gt; search[ 23700 ] = 62.3474(17.6112)
-#&gt; search[ 237000 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+06 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+07 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+08 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+09 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+10 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+11 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+12 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+13 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+14 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+15 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+16 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+17 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+18 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+19 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+20 ] = 62.3474(17.6113)
-#&gt; 
-#&gt; Running at Laplace(2.90496e-11) None  Grid-point #23 at 2.37e+21 	Fold #1 Rep #1 pred log like = 49.2023
-#&gt; Running at Laplace(2.90496e-11) None  Grid-point #23 at 2.37e+21 	Fold #2 Rep #1 pred log like = 46.2629
-#&gt; Running at Laplace(2.90496e-11) None  Grid-point #23 at 2.37e+21 	Fold #3 Rep #1 pred log like = 45.9124
-#&gt; Running at Laplace(2.90496e-11) None  Grid-point #23 at 2.37e+21 	Fold #4 Rep #1 pred log like = 82.6066
-#&gt; Running at Laplace(2.90496e-11) None  Grid-point #23 at 2.37e+21 	Fold #5 Rep #1 pred log like = 65.2571
-#&gt; Running at Laplace(2.90496e-11) None  Grid-point #23 at 2.37e+21 	Fold #6 Rep #1 pred log like = 57.278
-#&gt; Running at Laplace(2.90496e-11) None  Grid-point #23 at 2.37e+21 	Fold #7 Rep #1 pred log like = 51.1934
-#&gt; Running at Laplace(2.90496e-11) None  Grid-point #23 at 2.37e+21 	Fold #8 Rep #1 pred log like = 104.578
-#&gt; Running at Laplace(2.90496e-11) None  Grid-point #23 at 2.37e+21 	Fold #9 Rep #1 pred log like = 65.1398
-#&gt; Running at Laplace(2.90496e-11) None  Grid-point #23 at 2.37e+21 	Fold #10 Rep #1 pred log like = 56.044
-#&gt; AvgPred = 62.3474 with stdev = 17.6113
-#&gt; Completed at 2.37e+21
-#&gt; Next point at 2.37e+22 with value 0 and continue = 1
-#&gt; search[ 0.237 ] = 62.3445(17.5833)
-#&gt; search[ 2.37 ] = 62.347(17.6025)
-#&gt; search[ 23.7 ] = 62.3474(17.6085)
-#&gt; search[ 237 ] = 62.3474(17.6104)
-#&gt; search[ 2370 ] = 62.3474(17.611)
-#&gt; search[ 23700 ] = 62.3474(17.6112)
-#&gt; search[ 237000 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+06 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+07 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+08 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+09 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+10 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+11 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+12 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+13 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+14 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+15 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+16 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+17 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+18 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+19 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+20 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+21 ] = 62.3474(17.6113)
-#&gt; 
-#&gt; Running at Laplace(9.1863e-12) None  Grid-point #24 at 2.37e+22 	Fold #1 Rep #1 pred log like = 49.2023
-#&gt; Running at Laplace(9.1863e-12) None  Grid-point #24 at 2.37e+22 	Fold #2 Rep #1 pred log like = 46.2629
-#&gt; Running at Laplace(9.1863e-12) None  Grid-point #24 at 2.37e+22 	Fold #3 Rep #1 pred log like = 45.9124
-#&gt; Running at Laplace(9.1863e-12) None  Grid-point #24 at 2.37e+22 	Fold #4 Rep #1 pred log like = 82.6066
-#&gt; Running at Laplace(9.1863e-12) None  Grid-point #24 at 2.37e+22 	Fold #5 Rep #1 pred log like = 65.2571
-#&gt; Running at Laplace(9.1863e-12) None  Grid-point #24 at 2.37e+22 	Fold #6 Rep #1 pred log like = 57.278
-#&gt; Running at Laplace(9.1863e-12) None  Grid-point #24 at 2.37e+22 	Fold #7 Rep #1 pred log like = 51.1934
-#&gt; Running at Laplace(9.1863e-12) None  Grid-point #24 at 2.37e+22 	Fold #8 Rep #1 pred log like = 104.578
-#&gt; Running at Laplace(9.1863e-12) None  Grid-point #24 at 2.37e+22 	Fold #9 Rep #1 pred log like = 65.1398
-#&gt; Running at Laplace(9.1863e-12) None  Grid-point #24 at 2.37e+22 	Fold #10 Rep #1 pred log like = 56.044
-#&gt; AvgPred = 62.3474 with stdev = 17.6113
-#&gt; Completed at 2.37e+22
-#&gt; Next point at 2.37e+23 with value 0 and continue = 1
-#&gt; search[ 0.237 ] = 62.3445(17.5833)
-#&gt; search[ 2.37 ] = 62.347(17.6025)
-#&gt; search[ 23.7 ] = 62.3474(17.6085)
-#&gt; search[ 237 ] = 62.3474(17.6104)
-#&gt; search[ 2370 ] = 62.3474(17.611)
-#&gt; search[ 23700 ] = 62.3474(17.6112)
-#&gt; search[ 237000 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+06 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+07 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+08 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+09 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+10 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+11 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+12 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+13 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+14 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+15 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+16 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+17 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+18 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+19 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+20 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+21 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+22 ] = 62.3474(17.6113)
-#&gt; 
-#&gt; Running at Laplace(2.90496e-12) None  Grid-point #25 at 2.37e+23 	Fold #1 Rep #1 pred log like = 49.2023
-#&gt; Running at Laplace(2.90496e-12) None  Grid-point #25 at 2.37e+23 	Fold #2 Rep #1 pred log like = 46.2629
-#&gt; Running at Laplace(2.90496e-12) None  Grid-point #25 at 2.37e+23 	Fold #3 Rep #1 pred log like = 45.9124
-#&gt; Running at Laplace(2.90496e-12) None  Grid-point #25 at 2.37e+23 	Fold #4 Rep #1 pred log like = 82.6066
-#&gt; Running at Laplace(2.90496e-12) None  Grid-point #25 at 2.37e+23 	Fold #5 Rep #1 pred log like = 65.2571
-#&gt; Running at Laplace(2.90496e-12) None  Grid-point #25 at 2.37e+23 	Fold #6 Rep #1 pred log like = 57.278
-#&gt; Running at Laplace(2.90496e-12) None  Grid-point #25 at 2.37e+23 	Fold #7 Rep #1 pred log like = 51.1934
-#&gt; Running at Laplace(2.90496e-12) None  Grid-point #25 at 2.37e+23 	Fold #8 Rep #1 pred log like = 104.578
-#&gt; Running at Laplace(2.90496e-12) None  Grid-point #25 at 2.37e+23 	Fold #9 Rep #1 pred log like = 65.1398
-#&gt; Running at Laplace(2.90496e-12) None  Grid-point #25 at 2.37e+23 	Fold #10 Rep #1 pred log like = 56.044
-#&gt; AvgPred = 62.3474 with stdev = 17.6113
-#&gt; Completed at 2.37e+23
-#&gt; Next point at 1.4504e+14 with value 62.3476 and continue = 0
-#&gt; search[ 0.237 ] = 62.3445(17.5833)
-#&gt; search[ 2.37 ] = 62.347(17.6025)
-#&gt; search[ 23.7 ] = 62.3474(17.6085)
-#&gt; search[ 237 ] = 62.3474(17.6104)
-#&gt; search[ 2370 ] = 62.3474(17.611)
-#&gt; search[ 23700 ] = 62.3474(17.6112)
-#&gt; search[ 237000 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+06 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+07 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+08 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+09 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+10 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+11 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+12 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+13 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+14 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+15 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+16 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+17 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+18 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+19 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+20 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+21 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+22 ] = 62.3474(17.6113)
-#&gt; search[ 2.37e+23 ] = 62.3474(17.6113)
+#&gt; Next point at 5.15795 with value 62.328 and continue = 0
+#&gt; search[ 0.237 ] = 62.327(31.3759)
+#&gt; search[ 2.37 ] = 62.3279(31.3558)
+#&gt; search[ 23.7 ] = 62.3278(31.3495)
 #&gt; 
 #&gt; 
-#&gt; Maximum predicted log likelihood (62.3476) estimated at:
-#&gt; 	1.4504e+14 (variance)
-#&gt; 	1.17428e-07 (lambda)
+#&gt; Maximum predicted log likelihood (62.328) estimated at:
+#&gt; 	5.15795 (variance)
+#&gt; 	0.622697 (lambda)
 #&gt; 
 #&gt; Fitting model at optimal hyperparameter
-#&gt; Using prior: Laplace(1.17428e-07) None </div><div class='input'>
+#&gt; Using prior: Laplace(0.622697) None </div><div class='input'>
 <span class='co'>#Find out what the optimal hyperparameter was:</span>
 <span class='fu'><a href='getHyperParameter.html'>getHyperParameter</a></span><span class='op'>(</span><span class='va'>fit</span><span class='op'>)</span>
-</div><div class='output co'>#&gt; [1] 1.450402e+14</div><div class='input'>
+</div><div class='output co'>#&gt; [1] 5.157948</div><div class='input'>
 <span class='co'>#Extract the current log-likelihood, and coefficients</span>
 <span class='fu'><a href='https://rdrr.io/r/stats/logLik.html'>logLik</a></span><span class='op'>(</span><span class='va'>fit</span><span class='op'>)</span>
-</div><div class='output co'>#&gt; 'log Lik.' -1691.248 (df=3)</div><div class='input'><span class='fu'><a href='https://rdrr.io/r/stats/coef.html'>coef</a></span><span class='op'>(</span><span class='va'>fit</span><span class='op'>)</span>
+</div><div class='output co'>#&gt; 'log Lik.' -1691.249 (df=3)</div><div class='input'><span class='fu'><a href='https://rdrr.io/r/stats/coef.html'>coef</a></span><span class='op'>(</span><span class='va'>fit</span><span class='op'>)</span>
 </div><div class='output co'>#&gt; (Intercept)           1           2 
-#&gt; -4.39464620 -0.04762332 -0.55968738 </div><div class='input'>
+#&gt; -4.39513986 -0.04641266 -0.55810190 </div><div class='input'>
 <span class='co'>#We can only retrieve the confidence interval for unregularized coefficients:</span>
 <span class='fu'><a href='https://rdrr.io/r/stats/confint.html'>confint</a></span><span class='op'>(</span><span class='va'>fit</span>, <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span><span class='fl'>0</span><span class='op'>)</span><span class='op'>)</span>
 </div><div class='output co'>#&gt; Using 1 thread(s)</div><div class='output co'>#&gt;      covariate     2.5 %    97.5 % evaluations
-#&gt; [1,]         0 -4.439161 -4.350773          20</div></pre>
+#&gt; [1,]         0 -4.439663 -4.351258          20</div></pre>
   </div>
   <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
     <nav id="toc" data-toggle="toc" class="sticky-top">
diff --git a/docs/reference/meanLinearPredictor.html b/docs/reference/meanLinearPredictor.html
index 48ca64a3..075937fd 100644
--- a/docs/reference/meanLinearPredictor.html
+++ b/docs/reference/meanLinearPredictor.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/mse.html b/docs/reference/mse.html
index 198970c5..ed869eac 100644
--- a/docs/reference/mse.html
+++ b/docs/reference/mse.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/oxford.html b/docs/reference/oxford.html
index c1783cc9..55d09700 100644
--- a/docs/reference/oxford.html
+++ b/docs/reference/oxford.html
@@ -73,7 +73,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -81,7 +81,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -98,7 +98,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/plotCyclopsSimulationFit.html b/docs/reference/plotCyclopsSimulationFit.html
index 3ee8bd57..845d5501 100644
--- a/docs/reference/plotCyclopsSimulationFit.html
+++ b/docs/reference/plotCyclopsSimulationFit.html
@@ -73,7 +73,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -81,7 +81,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -98,7 +98,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/predict.cyclopsFit.html b/docs/reference/predict.cyclopsFit.html
index 231dcd33..ae7ad7d7 100644
--- a/docs/reference/predict.cyclopsFit.html
+++ b/docs/reference/predict.cyclopsFit.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/print.cyclopsData.html b/docs/reference/print.cyclopsData.html
index e52f1b47..d768bd9d 100644
--- a/docs/reference/print.cyclopsData.html
+++ b/docs/reference/print.cyclopsData.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/print.cyclopsFit.html b/docs/reference/print.cyclopsFit.html
index a258b01b..7b678661 100644
--- a/docs/reference/print.cyclopsFit.html
+++ b/docs/reference/print.cyclopsFit.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/printCyclopsRowIds.html b/docs/reference/printCyclopsRowIds.html
index 3ba09565..887a6683 100644
--- a/docs/reference/printCyclopsRowIds.html
+++ b/docs/reference/printCyclopsRowIds.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/printMatrixMarket.html b/docs/reference/printMatrixMarket.html
index 2fb4bb67..95f04b5e 100644
--- a/docs/reference/printMatrixMarket.html
+++ b/docs/reference/printMatrixMarket.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/readCyclopsData.html b/docs/reference/readCyclopsData.html
index acb23410..0d6995b4 100644
--- a/docs/reference/readCyclopsData.html
+++ b/docs/reference/readCyclopsData.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/reduce.html b/docs/reference/reduce.html
index fe1cb526..8e8d571c 100644
--- a/docs/reference/reduce.html
+++ b/docs/reference/reduce.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/simulateCyclopsData.html b/docs/reference/simulateCyclopsData.html
index a1da4407..73d5b3f1 100644
--- a/docs/reference/simulateCyclopsData.html
+++ b/docs/reference/simulateCyclopsData.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
@@ -185,76 +185,133 @@ <h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examp
 <span class='co'>#Fit the model</span>
 <span class='va'>fit</span> <span class='op'>&lt;-</span> <span class='fu'><a href='fitCyclopsModel.html'>fitCyclopsModel</a></span><span class='op'>(</span><span class='va'>cyclopsData</span>,prior <span class='op'>=</span> <span class='va'>prior</span>, control <span class='op'>=</span> <span class='va'>control</span><span class='op'>)</span>  
 </div><div class='output co'>#&gt; Using cross-validation selector type byRow
-#&gt; Performing 10-fold cross-validation [seed = 1604638988] with data partitions of sizes 100 100 100 100 100 100 100 100 100 100
+#&gt; Performing 10-fold cross-validation [seed = 1623936647] with data partitions of sizes 100 100 100 100 100 100 100 100 100 100
 #&gt; Using 1 thread(s)
 #&gt; Starting var = 0.226 (default)
-#&gt; Running at Laplace(2.97482) None  Grid-point #1 at 0.226 	Fold #1 Rep #1 pred log like = 792.844
-#&gt; Running at Laplace(2.97482) None  Grid-point #1 at 0.226 	Fold #2 Rep #1 pred log like = 617.557
-#&gt; Running at Laplace(2.97482) None  Grid-point #1 at 0.226 	Fold #3 Rep #1 pred log like = 616.862
-#&gt; Running at Laplace(2.97482) None  Grid-point #1 at 0.226 	Fold #4 Rep #1 pred log like = 590.672
-#&gt; Running at Laplace(2.97482) None  Grid-point #1 at 0.226 	Fold #5 Rep #1 pred log like = 677.662
-#&gt; Running at Laplace(2.97482) None  Grid-point #1 at 0.226 	Fold #6 Rep #1 pred log like = 553.036
-#&gt; Running at Laplace(2.97482) None  Grid-point #1 at 0.226 	Fold #7 Rep #1 pred log like = 698.08
-#&gt; Running at Laplace(2.97482) None  Grid-point #1 at 0.226 	Fold #8 Rep #1 pred log like = 737.317
-#&gt; Running at Laplace(2.97482) None  Grid-point #1 at 0.226 	Fold #9 Rep #1 pred log like = 807.911
-#&gt; Running at Laplace(2.97482) None  Grid-point #1 at 0.226 	Fold #10 Rep #1 pred log like = 576.817
-#&gt; AvgPred = 666.876 with stdev = 85.803
+#&gt; Running at Laplace(2.97482) None  Grid-point #1 at 0.226 	Fold #1 Rep #1 pred log like = 657.252
+#&gt; Running at Laplace(2.97482) None  Grid-point #1 at 0.226 	Fold #2 Rep #1 pred log like = 695.827
+#&gt; Running at Laplace(2.97482) None  Grid-point #1 at 0.226 	Fold #3 Rep #1 pred log like = 565.49
+#&gt; Running at Laplace(2.97482) None  Grid-point #1 at 0.226 	Fold #4 Rep #1 pred log like = 658.746
+#&gt; Running at Laplace(2.97482) None  Grid-point #1 at 0.226 	Fold #5 Rep #1 pred log like = 796.882
+#&gt; Running at Laplace(2.97482) None  Grid-point #1 at 0.226 	Fold #6 Rep #1 pred log like = 585.307
+#&gt; Running at Laplace(2.97482) None  Grid-point #1 at 0.226 	Fold #7 Rep #1 pred log like = 823.083
+#&gt; Running at Laplace(2.97482) None  Grid-point #1 at 0.226 	Fold #8 Rep #1 pred log like = 702.257
+#&gt; Running at Laplace(2.97482) None  Grid-point #1 at 0.226 	Fold #9 Rep #1 pred log like = 606.283
+#&gt; Running at Laplace(2.97482) None  Grid-point #1 at 0.226 	Fold #10 Rep #1 pred log like = 578.22
+#&gt; AvgPred = 666.935 with stdev = 84.8616
 #&gt; Completed at 0.226
 #&gt; Next point at 2.26 with value 0 and continue = 1
-#&gt; search[ 0.226 ] = 666.876(85.803)
+#&gt; search[ 0.226 ] = 666.935(84.8616)
 #&gt; 
-#&gt; Running at Laplace(0.940721) None  Grid-point #2 at 2.26 	Fold #1 Rep #1 pred log like = 792.826
-#&gt; Running at Laplace(0.940721) None  Grid-point #2 at 2.26 	Fold #2 Rep #1 pred log like = 617.55
-#&gt; Running at Laplace(0.940721) None  Grid-point #2 at 2.26 	Fold #3 Rep #1 pred log like = 616.879
-#&gt; Running at Laplace(0.940721) None  Grid-point #2 at 2.26 	Fold #4 Rep #1 pred log like = 590.679
-#&gt; Running at Laplace(0.940721) None  Grid-point #2 at 2.26 	Fold #5 Rep #1 pred log like = 677.644
-#&gt; Running at Laplace(0.940721) None  Grid-point #2 at 2.26 	Fold #6 Rep #1 pred log like = 553.048
-#&gt; Running at Laplace(0.940721) None  Grid-point #2 at 2.26 	Fold #7 Rep #1 pred log like = 698.06
-#&gt; Running at Laplace(0.940721) None  Grid-point #2 at 2.26 	Fold #8 Rep #1 pred log like = 737.304
-#&gt; Running at Laplace(0.940721) None  Grid-point #2 at 2.26 	Fold #9 Rep #1 pred log like = 807.94
-#&gt; Running at Laplace(0.940721) None  Grid-point #2 at 2.26 	Fold #10 Rep #1 pred log like = 576.831
-#&gt; AvgPred = 666.876 with stdev = 85.7988
+#&gt; Running at Laplace(0.940721) None  Grid-point #2 at 2.26 	Fold #1 Rep #1 pred log like = 657.25
+#&gt; Running at Laplace(0.940721) None  Grid-point #2 at 2.26 	Fold #2 Rep #1 pred log like = 695.793
+#&gt; Running at Laplace(0.940721) None  Grid-point #2 at 2.26 	Fold #3 Rep #1 pred log like = 565.477
+#&gt; Running at Laplace(0.940721) None  Grid-point #2 at 2.26 	Fold #4 Rep #1 pred log like = 658.699
+#&gt; Running at Laplace(0.940721) None  Grid-point #2 at 2.26 	Fold #5 Rep #1 pred log like = 796.848
+#&gt; Running at Laplace(0.940721) None  Grid-point #2 at 2.26 	Fold #6 Rep #1 pred log like = 585.3
+#&gt; Running at Laplace(0.940721) None  Grid-point #2 at 2.26 	Fold #7 Rep #1 pred log like = 823.096
+#&gt; Running at Laplace(0.940721) None  Grid-point #2 at 2.26 	Fold #8 Rep #1 pred log like = 702.252
+#&gt; Running at Laplace(0.940721) None  Grid-point #2 at 2.26 	Fold #9 Rep #1 pred log like = 606.293
+#&gt; Running at Laplace(0.940721) None  Grid-point #2 at 2.26 	Fold #10 Rep #1 pred log like = 578.204
+#&gt; AvgPred = 666.921 with stdev = 84.8612
 #&gt; Completed at 2.26
-#&gt; Next point at 22.6 with value 0 and continue = 1
-#&gt; search[ 0.226 ] = 666.876(85.803)
-#&gt; search[ 2.26 ] = 666.876(85.7988)
+#&gt; Next point at 0.0226 with value 0 and continue = 1
+#&gt; search[ 0.226 ] = 666.935(84.8616)
+#&gt; search[ 2.26 ] = 666.921(84.8612)
 #&gt; 
-#&gt; Running at Laplace(0.297482) None  Grid-point #3 at 22.6 	Fold #1 Rep #1 pred log like = 792.82
-#&gt; Running at Laplace(0.297482) None  Grid-point #3 at 22.6 	Fold #2 Rep #1 pred log like = 617.548
-#&gt; Running at Laplace(0.297482) None  Grid-point #3 at 22.6 	Fold #3 Rep #1 pred log like = 616.885
-#&gt; Running at Laplace(0.297482) None  Grid-point #3 at 22.6 	Fold #4 Rep #1 pred log like = 590.682
-#&gt; Running at Laplace(0.297482) None  Grid-point #3 at 22.6 	Fold #5 Rep #1 pred log like = 677.639
-#&gt; Running at Laplace(0.297482) None  Grid-point #3 at 22.6 	Fold #6 Rep #1 pred log like = 553.052
-#&gt; Running at Laplace(0.297482) None  Grid-point #3 at 22.6 	Fold #7 Rep #1 pred log like = 698.054
-#&gt; Running at Laplace(0.297482) None  Grid-point #3 at 22.6 	Fold #8 Rep #1 pred log like = 737.299
-#&gt; Running at Laplace(0.297482) None  Grid-point #3 at 22.6 	Fold #9 Rep #1 pred log like = 807.949
-#&gt; Running at Laplace(0.297482) None  Grid-point #3 at 22.6 	Fold #10 Rep #1 pred log like = 576.835
-#&gt; AvgPred = 666.876 with stdev = 85.7974
-#&gt; Completed at 22.6
-#&gt; Next point at 6.20929 with value 666.876 and continue = 0
-#&gt; search[ 0.226 ] = 666.876(85.803)
-#&gt; search[ 2.26 ] = 666.876(85.7988)
-#&gt; search[ 22.6 ] = 666.876(85.7974)
+#&gt; Running at Laplace(9.40721) None  Grid-point #3 at 0.0226 	Fold #1 Rep #1 pred log like = 657.255
+#&gt; Running at Laplace(9.40721) None  Grid-point #3 at 0.0226 	Fold #2 Rep #1 pred log like = 695.928
+#&gt; Running at Laplace(9.40721) None  Grid-point #3 at 0.0226 	Fold #3 Rep #1 pred log like = 565.524
+#&gt; Running at Laplace(9.40721) None  Grid-point #3 at 0.0226 	Fold #4 Rep #1 pred log like = 658.892
+#&gt; Running at Laplace(9.40721) None  Grid-point #3 at 0.0226 	Fold #5 Rep #1 pred log like = 796.982
+#&gt; Running at Laplace(9.40721) None  Grid-point #3 at 0.0226 	Fold #6 Rep #1 pred log like = 585.323
+#&gt; Running at Laplace(9.40721) None  Grid-point #3 at 0.0226 	Fold #7 Rep #1 pred log like = 823.038
+#&gt; Running at Laplace(9.40721) None  Grid-point #3 at 0.0226 	Fold #8 Rep #1 pred log like = 702.265
+#&gt; Running at Laplace(9.40721) None  Grid-point #3 at 0.0226 	Fold #9 Rep #1 pred log like = 606.248
+#&gt; Running at Laplace(9.40721) None  Grid-point #3 at 0.0226 	Fold #10 Rep #1 pred log like = 578.158
+#&gt; AvgPred = 666.961 with stdev = 84.8743
+#&gt; Completed at 0.0226
+#&gt; Next point at 0.00226 with value 0 and continue = 1
+#&gt; search[ 0.0226 ] = 666.961(84.8743)
+#&gt; search[ 0.226 ] = 666.935(84.8616)
+#&gt; search[ 2.26 ] = 666.921(84.8612)
 #&gt; 
+#&gt; Running at Laplace(29.7482) None  Grid-point #4 at 0.00226 	Fold #1 Rep #1 pred log like = 657.243
+#&gt; Running at Laplace(29.7482) None  Grid-point #4 at 0.00226 	Fold #2 Rep #1 pred log like = 696.195
+#&gt; Running at Laplace(29.7482) None  Grid-point #4 at 0.00226 	Fold #3 Rep #1 pred log like = 565.587
+#&gt; Running at Laplace(29.7482) None  Grid-point #4 at 0.00226 	Fold #4 Rep #1 pred log like = 659.291
+#&gt; Running at Laplace(29.7482) None  Grid-point #4 at 0.00226 	Fold #5 Rep #1 pred log like = 797.232
+#&gt; Running at Laplace(29.7482) None  Grid-point #4 at 0.00226 	Fold #6 Rep #1 pred log like = 585.335
+#&gt; Running at Laplace(29.7482) None  Grid-point #4 at 0.00226 	Fold #7 Rep #1 pred log like = 822.886
+#&gt; Running at Laplace(29.7482) None  Grid-point #4 at 0.00226 	Fold #8 Rep #1 pred log like = 702.347
+#&gt; Running at Laplace(29.7482) None  Grid-point #4 at 0.00226 	Fold #9 Rep #1 pred log like = 606.113
+#&gt; Running at Laplace(29.7482) None  Grid-point #4 at 0.00226 	Fold #10 Rep #1 pred log like = 578.005
+#&gt; AvgPred = 667.023 with stdev = 84.9109
+#&gt; Completed at 0.00226
+#&gt; Next point at 0.000226 with value 0 and continue = 1
+#&gt; search[ 0.00226 ] = 667.023(84.9109)
+#&gt; search[ 0.0226 ] = 666.961(84.8743)
+#&gt; search[ 0.226 ] = 666.935(84.8616)
+#&gt; search[ 2.26 ] = 666.921(84.8612)
 #&gt; 
-#&gt; Maximum predicted log likelihood (666.876) estimated at:
-#&gt; 	6.20929 (variance)
-#&gt; 	0.567537 (lambda)
+#&gt; Running at Laplace(94.0721) None  Grid-point #5 at 0.000226 	Fold #1 Rep #1 pred log like = 657.235
+#&gt; Running at Laplace(94.0721) None  Grid-point #5 at 0.000226 	Fold #2 Rep #1 pred log like = 696.232
+#&gt; Running at Laplace(94.0721) None  Grid-point #5 at 0.000226 	Fold #3 Rep #1 pred log like = 565.599
+#&gt; Running at Laplace(94.0721) None  Grid-point #5 at 0.000226 	Fold #4 Rep #1 pred log like = 659.49
+#&gt; Running at Laplace(94.0721) None  Grid-point #5 at 0.000226 	Fold #5 Rep #1 pred log like = 797.258
+#&gt; Running at Laplace(94.0721) None  Grid-point #5 at 0.000226 	Fold #6 Rep #1 pred log like = 585.335
+#&gt; Running at Laplace(94.0721) None  Grid-point #5 at 0.000226 	Fold #7 Rep #1 pred log like = 822.886
+#&gt; Running at Laplace(94.0721) None  Grid-point #5 at 0.000226 	Fold #8 Rep #1 pred log like = 702.377
+#&gt; Running at Laplace(94.0721) None  Grid-point #5 at 0.000226 	Fold #9 Rep #1 pred log like = 606.113
+#&gt; Running at Laplace(94.0721) None  Grid-point #5 at 0.000226 	Fold #10 Rep #1 pred log like = 578.005
+#&gt; AvgPred = 667.053 with stdev = 84.9141
+#&gt; Completed at 0.000226
+#&gt; Next point at 2.26e-05 with value 0 and continue = 1
+#&gt; search[ 0.000226 ] = 667.053(84.9141)
+#&gt; search[ 0.00226 ] = 667.023(84.9109)
+#&gt; search[ 0.0226 ] = 666.961(84.8743)
+#&gt; search[ 0.226 ] = 666.935(84.8616)
+#&gt; search[ 2.26 ] = 666.921(84.8612)
+#&gt; 
+#&gt; Running at Laplace(297.482) None  Grid-point #6 at 2.26e-05 	Fold #1 Rep #1 pred log like = 657.235
+#&gt; Running at Laplace(297.482) None  Grid-point #6 at 2.26e-05 	Fold #2 Rep #1 pred log like = 696.232
+#&gt; Running at Laplace(297.482) None  Grid-point #6 at 2.26e-05 	Fold #3 Rep #1 pred log like = 565.599
+#&gt; Running at Laplace(297.482) None  Grid-point #6 at 2.26e-05 	Fold #4 Rep #1 pred log like = 659.49
+#&gt; Running at Laplace(297.482) None  Grid-point #6 at 2.26e-05 	Fold #5 Rep #1 pred log like = 797.258
+#&gt; Running at Laplace(297.482) None  Grid-point #6 at 2.26e-05 	Fold #6 Rep #1 pred log like = 585.335
+#&gt; Running at Laplace(297.482) None  Grid-point #6 at 2.26e-05 	Fold #7 Rep #1 pred log like = 822.886
+#&gt; Running at Laplace(297.482) None  Grid-point #6 at 2.26e-05 	Fold #8 Rep #1 pred log like = 702.377
+#&gt; Running at Laplace(297.482) None  Grid-point #6 at 2.26e-05 	Fold #9 Rep #1 pred log like = 606.113
+#&gt; Running at Laplace(297.482) None  Grid-point #6 at 2.26e-05 	Fold #10 Rep #1 pred log like = 578.005
+#&gt; AvgPred = 667.053 with stdev = 84.9141
+#&gt; Completed at 2.26e-05
+#&gt; Next point at 1.40708e-18 with value 667.235 and continue = 0
+#&gt; search[ 2.26e-05 ] = 667.053(84.9141)
+#&gt; search[ 0.000226 ] = 667.053(84.9141)
+#&gt; search[ 0.00226 ] = 667.023(84.9109)
+#&gt; search[ 0.0226 ] = 666.961(84.8743)
+#&gt; search[ 0.226 ] = 666.935(84.8616)
+#&gt; search[ 2.26 ] = 666.921(84.8612)
+#&gt; 
+#&gt; 
+#&gt; Maximum predicted log likelihood (667.235) estimated at:
+#&gt; 	1.40708e-18 (variance)
+#&gt; 	1.19222e+09 (lambda)
 #&gt; 
 #&gt; Fitting model at optimal hyperparameter
-#&gt; Using prior: Laplace(0.567537) None </div><div class='input'>
+#&gt; Using prior: Laplace(1.19222e+09) None </div><div class='input'>
 <span class='co'>#Find out what the optimal hyperparameter was:</span>
 <span class='fu'><a href='getHyperParameter.html'>getHyperParameter</a></span><span class='op'>(</span><span class='va'>fit</span><span class='op'>)</span>
-</div><div class='output co'>#&gt; [1] 6.209294</div><div class='input'>
+</div><div class='output co'>#&gt; [1] 1.407076e-18</div><div class='input'>
 <span class='co'>#Extract the current log-likelihood, and coefficients</span>
 <span class='fu'><a href='https://rdrr.io/r/stats/logLik.html'>logLik</a></span><span class='op'>(</span><span class='va'>fit</span><span class='op'>)</span>
-</div><div class='output co'>#&gt; 'log Lik.' -2175.875 (df=3)</div><div class='input'><span class='fu'><a href='https://rdrr.io/r/stats/coef.html'>coef</a></span><span class='op'>(</span><span class='va'>fit</span><span class='op'>)</span>
+</div><div class='output co'>#&gt; 'log Lik.' -2176.569 (df=3)</div><div class='input'><span class='fu'><a href='https://rdrr.io/r/stats/coef.html'>coef</a></span><span class='op'>(</span><span class='va'>fit</span><span class='op'>)</span>
 </div><div class='output co'>#&gt; (Intercept)           1           2 
-#&gt; -3.65827000 -0.02978819 -0.01326344 </div><div class='input'>
+#&gt;   -3.668132    0.000000    0.000000 </div><div class='input'>
 <span class='co'>#We can only retrieve the confidence interval for unregularized coefficients:</span>
 <span class='fu'><a href='https://rdrr.io/r/stats/confint.html'>confint</a></span><span class='op'>(</span><span class='va'>fit</span>, <span class='fu'><a href='https://rdrr.io/r/base/c.html'>c</a></span><span class='op'>(</span><span class='fl'>0</span><span class='op'>)</span><span class='op'>)</span>
-</div><div class='output co'>#&gt; Using 1 thread(s)</div><div class='output co'>#&gt;      covariate     2.5 %    97.5 % evaluations
-#&gt; [1,]         0 -3.688468 -3.628274          22</div></pre>
+</div><div class='output co'>#&gt; Using 1 thread(s)</div><div class='output co'>#&gt;      covariate    2.5 %    97.5 % evaluations
+#&gt; [1,]         0 -3.69286 -3.643592          24</div></pre>
   </div>
   <div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
     <nav id="toc" data-toggle="toc" class="sticky-top">
diff --git a/docs/reference/summary.cyclopsData.html b/docs/reference/summary.cyclopsData.html
index 7e0b4096..98c75b26 100644
--- a/docs/reference/summary.cyclopsData.html
+++ b/docs/reference/summary.cyclopsData.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/survfit.cyclopsFit.html b/docs/reference/survfit.cyclopsFit.html
index 3bab5ce9..34bbfe06 100644
--- a/docs/reference/survfit.cyclopsFit.html
+++ b/docs/reference/survfit.cyclopsFit.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>
diff --git a/docs/reference/vcov.cyclopsFit.html b/docs/reference/vcov.cyclopsFit.html
index 133af1fa..f0f653da 100644
--- a/docs/reference/vcov.cyclopsFit.html
+++ b/docs/reference/vcov.cyclopsFit.html
@@ -72,7 +72,7 @@
       </button>
       <span class="navbar-brand">
         <a class="navbar-link" href="../index.html">Cyclops</a>
-        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.0</span>
+        <span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">3.1.2</span>
       </span>
     </div>
 
@@ -80,7 +80,7 @@
       <ul class="nav navbar-nav">
         <li>
   <a href="../index.html">
-    <span class="fas fa fas fa-home fa-lg"></span>
+    <span class="fas fa-home fa-lg"></span>
      
   </a>
 </li>
@@ -97,7 +97,7 @@
 </li>
 <li>
   <a href="https://github.com/ohdsi/cyclops/">
-    <span class="fab fa fab fa-github fa-lg"></span>
+    <span class="fab fa-github fa-lg"></span>
      
   </a>
 </li>