rbounds: Perform Rosenbaum bounds sensitivity tests for matched and unmatched data.
Version 2.1

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.

Browse man pages Browse package API and functions Browse package files

AuthorLuke J. Keele
Date of publication2014-12-08 07:23:24
MaintainerLuke J. Keele <ljk20@psu.edu>
LicenseGPL (>= 2)
Version2.1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("rbounds")

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

Functions

AngristLavy Man page
FisherSens Man page Source code
SumTestSens Man page Source code
binarysens Man page Source code
data.prep Man page Source code
hlsens Man page Source code
iv_sens Man page Source code
mcontrol Man page Source code
print.rbounds Man page Source code
psens Man page Source code
summary.rbounds Man page Source code

Files

NAMESPACE
data
data/AngristLavy.RData
R
R/FisherSens.R
R/iv_sens.R
R/SumTestSens.R
R/binarysens.R
R/mcontrol.R
R/hlsens.R
R/data.prep.R
R/print.rbounds.R
R/psens.R
MD5
DESCRIPTION
man
man/iv_sens.Rd
man/data.prep.Rd
man/binarysens.Rd
man/hlsens.Rd
man/FisherSens.Rd
man/psens.Rd
man/AngristLavy.Rd
man/print.rbounds.Rd
man/SumTestSens.Rd
man/mcontrol.Rd
rbounds documentation built on May 19, 2017, 6:02 p.m.