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rbounds (version 2.1)

Perform Rosenbaum bounds sensitivity tests for matched and unmatched data.

Description

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.

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Version

Install

install.packages('rbounds')

Monthly Downloads

545

Version

2.1

License

GPL (>= 2)

Maintainer

Luke Keele

Last Published

December 8th, 2014

Functions in rbounds (2.1)

FisherSens

Rosenbaum Sensitivity Analysis for Fisher's Exact Test
iv_sens

Function to calculate Rosenbaum bounds for IV Estimator based on Wilcoxon sign rank test.
data.prep

Format Match() object for sensitivity test.
hlsens

Rosenbaum Bounds for Hodges-Lehmann Point Estimate
mcontrol

Sensitivity Analysis For Multiple Matched Controls
AngristLavy

Angrist and Lavy (1999) Maimonides' Rule Data Set
psens

Rosenbaum Bounds for Sign Rank
binarysens

Sensitivity Test for Matched Binary Outcome
print.rbounds

Summarize output from rbounds object
SumTestSens

Rosenbaum Sensitivity Analysis for Unmatched Groups