Code

Causal non param#622

Code

Merged

AlexAndorra merged 54 commits intopymc-devs:mainpymc-devs/pymc-examples:mainfrom NathanielF:causal_non_paramNathanielF/pymc-examples:causal_non_paramCopy head branch name to clipboardFeb 25, 2024

+41,488

Commits

Commits on Jan 3, 2024

• Adding propensity score weighting

  Show description for 0871356
  NathanielF

  committed
  0871356

  Copy full SHA for 0871356

Commits on Jan 5, 2024

• updating propensity score model 2 data sets

  Show description for c62e9a3
  NathanielF

  committed
  c62e9a3

  Copy full SHA for c62e9a3

Commits on Jan 6, 2024

• added more detail re uncertainty

  Show description for d04bfd7
  NathanielF

  committed
  d04bfd7

  Copy full SHA for d04bfd7

• added heterogenous effects plot

  Show description for 567e937
  NathanielF

  committed
  567e937

  Copy full SHA for 567e937

• adding myst

  Show description for cd67e76
  NathanielF

  committed
  cd67e76

  Copy full SHA for cd67e76

Commits on Jan 7, 2024

• adding robust propensity scores

  Show description for 3d3688b
  NathanielF

  committed
  3d3688b

  Copy full SHA for 3d3688b

Commits on Jan 8, 2024

• added some intro text

  Show description for 2ef0d3e
  NathanielF

  committed
  2ef0d3e

  Copy full SHA for 2ef0d3e

Commits on Jan 9, 2024

• adding more write up

  Show description for b3f3035
  NathanielF

  committed
  b3f3035

  Copy full SHA for b3f3035

Commits on Jan 10, 2024

• adding more write up.

  Show description for e2a4893
  NathanielF

  committed
  e2a4893

  Copy full SHA for e2a4893

Commits on Jan 11, 2024

• adding write up on double robust estimators

  Show description for b214f4d
  NathanielF

  committed
  b214f4d

  Copy full SHA for b214f4d

• angrist and pischke quote and dr math

  Show description for d82c2e4
  NathanielF

  committed
  d82c2e4

  Copy full SHA for d82c2e4

Commits on Jan 14, 2024

• removing quantile prediction adding Double ML

  Show description for a186255
  NathanielF

  committed
  a186255

  Copy full SHA for a186255

• adding references

  Show description for fd993b8
  NathanielF

  committed
  fd993b8

  Copy full SHA for fd993b8

• fixing bibfile

  Show description for 0f29f9a
  NathanielF

  committed
  0f29f9a

  Copy full SHA for 0f29f9a

• added fwl discussion

  Show description for f1901f5
  NathanielF

  committed
  f1901f5

  Copy full SHA for f1901f5

Commits on Jan 15, 2024

• hiding input functions

  Show description for 2483cad
  NathanielF

  committed
  2483cad

  Copy full SHA for 2483cad

• hiding cells and run checks

  Show description for e35b0fd
  NathanielF

  committed
  e35b0fd

  Copy full SHA for e35b0fd

Commits on Jan 16, 2024

• full run with conclusion

  Show description for dcb48ce
  NathanielF

  committed
  dcb48ce

  Copy full SHA for dcb48ce

• adding conclusion and mediation section

  Show description for 924f6c4
  NathanielF

  committed
  924f6c4

  Copy full SHA for 924f6c4

Commits on Jan 19, 2024

• addressing some of Juan's comments

  Show description for 7d7a51b
  NathanielF

  committed
  7d7a51b

  Copy full SHA for 7d7a51b

• small fixes

  Show description for 367b266
  NathanielF

  committed
  367b266

  Copy full SHA for 367b266

• adding Hernan reference and data loads

  Show description for 74e3352
  NathanielF

  committed
  74e3352

  Copy full SHA for 74e3352

Commits on Jan 20, 2024

• updated propensity score DAG discussion

  Show description for 29cb969
  NathanielF

  committed
  29cb969

  Copy full SHA for 29cb969

• change approach to final plots

  Show description for 8e2af32
  NathanielF

  committed
  8e2af32

  Copy full SHA for 8e2af32

Commits on Jan 21, 2024

• added small section on CATE

  Show description for b177cb3
  NathanielF

  committed
  b177cb3

  Copy full SHA for b177cb3

• added Double ML reference

  Show description for 711b1d1
  NathanielF

  committed
  711b1d1

  Copy full SHA for 711b1d1

Commits on Jan 23, 2024

• tidying and random forest CATE

  Show description for e9001b4
  NathanielF

  committed
  e9001b4

  Copy full SHA for e9001b4

Commits on Jan 28, 2024

• addressing some of Alex's comments

  Show description for f426465
  NathanielF

  committed
  f426465

  Copy full SHA for f426465

Commits on Feb 2, 2024

• alex's comments and new mediation section

  Show description for 6d945d9
  NathanielF

  committed
  6d945d9

  Copy full SHA for 6d945d9

Commits on Feb 4, 2024

• slight changes addressing some of Alex' comments

  Show description for 542921c
  NathanielF

  committed
  542921c

  Copy full SHA for 542921c

• fixing divergences and addressing some of Alex's feedback

  Show description for f2c4d45
  NathanielF

  committed
  f2c4d45

  Copy full SHA for f2c4d45

Commits on Feb 5, 2024

• addressing some of Ben's comments

  Show description for fd01fec
  NathanielF

  committed
  fd01fec

  Copy full SHA for fd01fec

• tidying

  Show description for dda378e
  NathanielF

  committed
  dda378e

  Copy full SHA for dda378e

Commits on Feb 7, 2024

• tighter intro

  Show description for 34fa4cc
  NathanielF

  committed
  34fa4cc

  Copy full SHA for 34fa4cc

• tidying CATE section

  Show description for 7ba21d1
  NathanielF

  committed
  7ba21d1

  Copy full SHA for 7ba21d1

Commits on Feb 8, 2024

• tidying intro

  Show description for f508dda
  NathanielF

  committed
  f508dda

  Copy full SHA for f508dda

• fix footnote

  Show description for bd14e99
  NathanielF

  committed
  bd14e99

  Copy full SHA for bd14e99

• trying again with footnote fix

  Show description for 3c91f61
  NathanielF

  committed
  3c91f61

  Copy full SHA for 3c91f61

Commits on Feb 9, 2024

• better balance plots

  Show description for 6dac460
  NathanielF

  committed
  6dac460

  Copy full SHA for 6dac460

• tightening introduction

  Show description for 616fd60
  NathanielF

  committed
  616fd60

  Copy full SHA for 616fd60

• updating plotting

  Show description for 33bf432
  NathanielF

  committed
  33bf432

  Copy full SHA for 33bf432

• updating plots

  Show description for 80b6a90
  NathanielF

  committed
  80b6a90

  Copy full SHA for 80b6a90

Commits on Feb 10, 2024

• tightening writing

  NathanielF

  committed
  05d32de

  Copy full SHA for 05d32de

• updating headings

  NathanielF

  committed
  57feace

  Copy full SHA for 57feace

• fixed dr bug

  NathanielF

  committed
  69f81bd

  Copy full SHA for 69f81bd

Commits on Feb 11, 2024

• added note about balance plot and paradox of overfit propensity scores

  NathanielF

  committed
  021e529

  Copy full SHA for 021e529

Commits on Feb 16, 2024

• addressing latest comments improved structure

  NathanielF

  committed
  cf83de4

  Copy full SHA for cf83de4

• fix typos and add raw propensity scores example

  NathanielF

  committed
  d716a65

  Copy full SHA for d716a65

Commits on Feb 17, 2024

• clearer intro

  NathanielF

  committed
  107659c

  Copy full SHA for 107659c

• updating myst

  Show description for 3eab124
  NathanielF

  committed
  3eab124

  Copy full SHA for 3eab124

Commits on Feb 19, 2024

• some tidying

  Show description for 9c7dec5
  NathanielF

  committed
  9c7dec5

  Copy full SHA for 9c7dec5

Commits on Feb 21, 2024

• better balance discussion

  Show description for 313ca76
  NathanielF

  committed
  313ca76

  Copy full SHA for 313ca76

Commits on Feb 24, 2024

• address Alex's comments and change BART likelihood in Double ML example

  Show description for 6cea5cd
  NathanielF

  committed
  6cea5cd

  Copy full SHA for 6cea5cd

• fixing pre-commit issue

  Show description for 7f18473
  NathanielF

  committed
  7f18473

  Copy full SHA for 7f18473