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rbounds (version 2.2)

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. The sensitivity analysis methods in this package are documented in Rosenbaum (2002) Observational Studies, , Springer-Verlag.

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Version

Install

install.packages('rbounds')

Monthly Downloads

692

Version

2.2

License

GPL (>= 2)

Maintainer

Luke Keele

Last Published

April 29th, 2022

Functions in rbounds (2.2)

print.rbounds

Summarize output from rbounds object
angristlavy

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

Rosenbaum Bounds for Sign Rank
mcontrol

Sensitivity Analysis For Multiple Matched Controls
binarysens

Sensitivity Test for Matched Binary Outcome
hlsens

Rosenbaum Bounds for Hodges-Lehmann Point Estimate
SumTestSens

Rosenbaum Sensitivity Analysis for Unmatched Groups
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.