experiment: experiment: R package for designing and analyzing randomized experiments
Version 1.1-1

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.

Browse man pages Browse package API and functions Browse package files

AuthorKosuke Imai <kimai@princeton.edu>
Date of publication2013-03-29 08:00:15
MaintainerKosuke Imai <kimai@princeton.edu>
LicenseGPL (>= 2)
Version1.1-1
URL http://imai.princeton.edu/software/experiment.html
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("experiment")

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...

Functions

ATEbounds Man page Source code
ATEcluster Man page Source code
ATEnocov Man page Source code
CACEcluster Man page Source code
CACEcov Source code
CACEnocov Source code
MARnocov Source code
NIbprobit Source code
NInocov Source code
Noncomp.mom Source code
NoncompLI Man page Source code
NoncompMAR Source code
Randomize Man page
boundsAggComp Source code
boundsCI Source code
boundsComp Source code
covCluster Source code
print.randomize Source code
print.summary.NoncompMAR Source code
randomize Man page Source code
ratio2size Source code
summary.NoncompMAR Source code
weighted.var Source code

Files

MD5
src
src/vector.h
src/vector.c
src/subroutines.h
src/subroutines.c
src/rand.h
src/rand.c
src/R2models.c
src/NIstandard.c
src/models.h
src/models.c
src/MARnoncomp.c
src/Makevars
src/LInoncompMixed.c
src/LInoncomp.c
R
R/weighted.var.R
R/summary.NoncompMAR.R
R/randomize.R
R/print.summary.NoncompMAR.R
R/print.randomize.R
R/onAttach.R
R/NoncompMAR.R
R/NoncompLI.R
R/Noncomp.mom.R
R/NInocov.R
R/NIbprobit.R
R/MARnocov.R
R/CACEnocov.R
R/CACEcov.R
R/CACEcluster.R
R/boundsCI.R
R/ATEnocov.R
R/ATEcluster.R
R/ATEbounds.R
NAMESPACE
man
man/randomize.Rd
man/NoncompLI.Rd
man/CACEcluster.Rd
man/ATEnocov.Rd
man/ATEcluster.Rd
man/ATEbounds.Rd
DESCRIPTION
experiment documentation built on May 19, 2017, 8:32 a.m.