experiment: experiment: R package for designing and analyzing randomized experiments

Share:

The package provides various statistical methods for designing and analyzing randomized experiments. One main functionality of the package is the implementation of randomized-block and matched-pair designs based on possibly multivariate pre-treatment covariates. The package also provides the tools to analyze various randomized experiments including cluster randomized experiments, randomized experiments with noncompliance, and randomized experiments with missing data.

Author
Kosuke Imai <kimai@princeton.edu>
Date of publication
2013-03-29 08:00:15
Maintainer
Kosuke Imai <kimai@princeton.edu>
License
GPL (>= 2)
Version
1.1-1
URLs

View on CRAN

Man pages

ATEbounds
Bounding the Average Treatment Effect when some of the...
ATEcluster
Estimation of the Average Treatment Effects in...
ATEnocov
Estimation of the Average Treatment Effect in Randomized...
CACEcluster
Estimation of the Complier Average Causal Effects in...
NoncompLI
Bayesian Analysis of Randomized Experiments with...
randomize
Randomization of the Treatment Assignment for Conducting...

Files in this package

experiment
experiment/MD5
experiment/src
experiment/src/vector.h
experiment/src/vector.c
experiment/src/subroutines.h
experiment/src/subroutines.c
experiment/src/rand.h
experiment/src/rand.c
experiment/src/R2models.c
experiment/src/NIstandard.c
experiment/src/models.h
experiment/src/models.c
experiment/src/MARnoncomp.c
experiment/src/Makevars
experiment/src/LInoncompMixed.c
experiment/src/LInoncomp.c
experiment/R
experiment/R/weighted.var.R
experiment/R/summary.NoncompMAR.R
experiment/R/randomize.R
experiment/R/print.summary.NoncompMAR.R
experiment/R/print.randomize.R
experiment/R/onAttach.R
experiment/R/NoncompMAR.R
experiment/R/NoncompLI.R
experiment/R/Noncomp.mom.R
experiment/R/NInocov.R
experiment/R/NIbprobit.R
experiment/R/MARnocov.R
experiment/R/CACEnocov.R
experiment/R/CACEcov.R
experiment/R/CACEcluster.R
experiment/R/boundsCI.R
experiment/R/ATEnocov.R
experiment/R/ATEcluster.R
experiment/R/ATEbounds.R
experiment/NAMESPACE
experiment/man
experiment/man/randomize.Rd
experiment/man/NoncompLI.Rd
experiment/man/CACEcluster.Rd
experiment/man/ATEnocov.Rd
experiment/man/ATEcluster.Rd
experiment/man/ATEbounds.Rd
experiment/DESCRIPTION