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PSAboot: Bootstrapping for Propensity Score Analysis

It is often advantageous to test a hypothesis more than once in the context of propensity score analysis (Rosenbaum, 2012) <doi:10.1093/biomet/ass032>. The functions in this package facilitate bootstrapping for propensity score analysis (PSA). By default, bootstrapping using two classification tree methods (using 'rpart' and 'ctree' functions), two matching methods (using 'Matching' and 'MatchIt' packages), and stratification with logistic regression. A framework is described for users to implement additional propensity score methods. Visualizations are emphasized for diagnosing balance; exploring the correlation relationships between bootstrap samples and methods; and to summarize results.

Version: 1.3.8
Depends: ggplot2, graphics, PSAgraphics, R (≥ 3.0)
Imports: ggthemes, Matching, MatchIt, modeltools, parallel, party, psych, reshape2, rpart, stats, TriMatch, utils
Suggests: knitr, rmarkdown
Published: 2023-10-23
DOI: 10.32614/CRAN.package.PSAboot
Author: Jason Bryer ORCID iD [aut, cre]
Maintainer: Jason Bryer <jason at bryer.org>
BugReports: https://github.com/jbryer/PSAboot/issues
License: GPL-2 | GPL-3 [expanded from: GPL]
URL: https://github.com/jbryer/PSAboot
NeedsCompilation: no
Materials: NEWS
CRAN checks: PSAboot results

Documentation:

Reference manual: PSAboot.pdf
Vignettes: Impact of Data Order for Propensity Score Matching
Bootstrapping for Propensity Score Analysiss

Downloads:

Package source: PSAboot_1.3.8.tar.gz
Windows binaries: r-devel: PSAboot_1.3.8.zip, r-release: PSAboot_1.3.8.zip, r-oldrel: PSAboot_1.3.8.zip
macOS binaries: r-release (arm64): PSAboot_1.3.8.tgz, r-oldrel (arm64): PSAboot_1.3.8.tgz, r-release (x86_64): PSAboot_1.3.8.tgz, r-oldrel (x86_64): PSAboot_1.3.8.tgz
Old sources: PSAboot archive

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.