Toolbox that provides a streamlined, end-to-end workflow for propensity score analysis in generating real-world evidence from real-world data. The package covers the full analytic pipeline - from estimating propensity scores via logistic regression, to calculating weights or creating a matched cohort, to generating publication-ready Table 1s with standardized mean differences and weighted balance diagnostics. It also estimates incidence rates, hazard ratios, risk ratios, and risk differences with support for stratified and direct-standardized analyses. All core functions produce formatted 'Excel' reports with embedded 'README' documentation, making results immediately shareable with collaborators and stakeholders. Methods are based on Rosenbaum and Rubin (1983) <doi:10.1093/biomet/70.1.41>, Austin (2011) <doi:10.1080/00273171.2011.568786>, and Desai et al. (2017) <doi:10.1097/EDE.0000000000000595>.
| Version: | 0.1.2 |
| Imports: | stats, utils, parallel, survival, survey |
| Suggests: | openxlsx, ggplot2, MatchIt, testthat (≥ 3.0.0) |
| Published: | 2026-05-28 |
| DOI: | 10.32614/CRAN.package.rwetools |
| Author: | Hanseul Cho [aut, cre], Georg Hahn [aut], Janinne Ortega-Montiel [aut], Julie Paik [aut], Elisabetta Patorno [aut] |
| Maintainer: | Hanseul Cho <hanseul0618 at gmail.com> |
| License: | MIT + file LICENSE |
| URL: | https://github.com/hanseul0618/rwetools |
| NeedsCompilation: | no |
| Language: | en-US |
| Materials: | NEWS |
| CRAN checks: | rwetools results |
| Reference manual: | rwetools.html , rwetools.pdf |
| Package source: | rwetools_0.1.2.tar.gz |
| Windows binaries: | r-devel: rwetools_0.1.2.zip, r-release: rwetools_0.1.2.zip, r-oldrel: rwetools_0.1.2.zip |
| macOS binaries: | r-release (arm64): rwetools_0.1.2.tgz, r-oldrel (arm64): rwetools_0.1.2.tgz, r-release (x86_64): rwetools_0.1.2.tgz, r-oldrel (x86_64): rwetools_0.1.2.tgz |
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