Counterfactual: Estimation and Inference Methods for Counterfactual Analysis
Version 1.0

Implements the estimation and inference methods for counterfactual analysis described in Chernozhukov, Fernandez-Val and Melly (2013) "Inference on Counterfactual Distributions," Econometrica, 81(6). The counterfactual distributions considered are the result of changing either the marginal distribution of covariates related to the outcome variable of interest, or the conditional distribution of the outcome given the covariates. They can be applied to estimate quantile treatment effects and wage decompositions.

AuthorMingli Chen, Victor Chernozhukov, Ivan Fernandez-Val, Blaise Melly
Date of publication2016-09-21 01:25:22
MaintainerIvan Fernandez-Val <ivanf@bu.edu>
LicenseGPL (>= 2)
Version1.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("Counterfactual")

Popular man pages

counterfactual: Estimation and Inference Methods for Counterfactual Analysis
nlsw88: NLSW, 1988 extract
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All man pages Function index File listing

Man pages

counterfactual: Estimation and Inference Methods for Counterfactual Analysis
nlsw88: NLSW, 1988 extract

Functions

BootstrapProcedure Man page Source code
InferenceTestingEval Man page Source code
QteDistEst Man page Source code
TestingEval Man page Source code
VarianceEval Man page Source code
counterfactual Man page Source code
nlsw88 Man page

Files

inst
inst/doc
inst/doc/vignette.Rnw
inst/doc/vignette.pdf
inst/doc/vignette.R
NAMESPACE
data
data/nlsw88.rdata
R
R/counterfactual.r
vignettes
vignettes/vignette.Rnw
vignettes/vignette.bib
MD5
build
build/vignette.rds
DESCRIPTION
man
man/nlsw88.Rd
man/counterfactual.Rd
Counterfactual documentation built on May 19, 2017, 6:15 p.m.

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