rbounds: Perform Rosenbaum bounds sensitivity tests for matched and unmatched data.

Takes matched and unmatched data and calculates Rosenbaum bounds for the treatment effect. Calculates bounds for binary outcome data, Hodges-Lehmann point estimates, Wilcoxon signed-rank test for matched data and matched IV estimators, Wilcoxon sum rank test, and for data with multiple matched controls. Package is also designed to work with the Matching package and operate on Match() objects.

Author
Luke J. Keele
Date of publication
2014-12-08 07:23:24
Maintainer
Luke J. Keele <ljk20@psu.edu>
License
GPL (>= 2)
Version
2.1

View on CRAN

Man pages

AngristLavy
Angrist and Lavy (1999) Maimonides' Rule Data Set
binarysens
Sensitivity Test for Matched Binary Outcome
data.prep
Format Match() object for sensitivity test.
FisherSens
Rosenbaum Sensitivity Analysis for Fisher's Exact Test
hlsens
Rosenbaum Bounds for Hodges-Lehmann Point Estimate
iv_sens
Function to calculate Rosenbaum bounds for IV Estimator based...
mcontrol
Sensitivity Analysis For Multiple Matched Controls
print.rbounds
Summarize output from rbounds object
psens
Rosenbaum Bounds for Sign Rank
SumTestSens
Rosenbaum Sensitivity Analysis for Unmatched Groups

Files in this package

rbounds
rbounds/NAMESPACE
rbounds/data
rbounds/data/AngristLavy.RData
rbounds/R
rbounds/R/FisherSens.R
rbounds/R/iv_sens.R
rbounds/R/SumTestSens.R
rbounds/R/binarysens.R
rbounds/R/mcontrol.R
rbounds/R/hlsens.R
rbounds/R/data.prep.R
rbounds/R/print.rbounds.R
rbounds/R/psens.R
rbounds/MD5
rbounds/DESCRIPTION
rbounds/man
rbounds/man/iv_sens.Rd
rbounds/man/data.prep.Rd
rbounds/man/binarysens.Rd
rbounds/man/hlsens.Rd
rbounds/man/FisherSens.Rd
rbounds/man/psens.Rd
rbounds/man/AngristLavy.Rd
rbounds/man/print.rbounds.Rd
rbounds/man/SumTestSens.Rd
rbounds/man/mcontrol.Rd