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DESCRIPTION
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Package: mediation
Version: 4.5.0
Date: 2019-6-10
Title: Causal Mediation Analysis
Author: Dustin Tingley <[email protected]>,
Teppei Yamamoto <[email protected]>,
Kentaro Hirose <[email protected]>,
Luke Keele <[email protected]>,
Kosuke Imai <[email protected]>,
Minh Trinh <[email protected]>,
Weihuang Wong <[email protected]>
Maintainer: Teppei Yamamoto <[email protected]>
Depends: R (>= 2.15.1), MASS, Matrix, mvtnorm, sandwich
Imports: lpSolve, Hmisc, lme4 (>= 1.0), stats, graphics, grDevices, utils, boot
Suggests: mgcv, quantreg, VGAM, SuppDists, survival, parallel, testthat, speedglm
Description: We implement parametric and non parametric mediation analysis. This package performs the methods and suggestions in Imai, Keele and Yamamoto (2010) <DOI:10.1214/10-STS321>, Imai, Keele and Tingley (2010) <DOI:10.1037/a0020761>, Imai, Tingley and Yamamoto (2013) <DOI:10.1111/j.1467-985X.2012.01032.x>, Imai and Yamamoto (2013) <DOI:10.1093/pan/mps040> and Yamamoto (2013) <http://web.mit.edu/teppei/www/research/IVmediate.pdf>. In addition to the estimation of causal mediation effects, the software also allows researchers to conduct sensitivity analysis for certain parametric models.
LazyLoad: yes
LazyData: yes
License: GPL (>= 2)
URL: https://imai.princeton.edu/projects/mechanisms.html
RoxygenNote: 6.1.1