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Supplements for a book, "iTOS" = "Introduction to the Theory of Observational Studies." Data sets are 'aHDL' from Rosenbaum (2023a) <doi:10.1111/biom.13558> and 'bingeM' from Rosenbaum (2023b) <doi:10.1111/biom.13921>. The function makematch() uses two-criteria matching from Zhang et al. (2023) <doi:10.1080/01621459.2021.1981337> to create the matched data 'bingeM' from 'binge'. The makematch() function also implements optimal matching (Rosenbaum (1989) <doi:10.2307/2290079>) and matching with fine or near-fine balance (Rosenbaum et al. (2007) <doi:10.1198/016214506000001059> and Yang et al (2012) <doi:10.1111/j.1541-0420.2011.01691.x>). The book makes use of two other R packages, 'weightedRank' and 'tightenBlock'.
| Version: | 1.0.3 |
| Depends: | R (≥ 3.5.0) |
| Imports: | stats, MASS, rcbalance, BiasedUrn, xtable |
| Suggests: | weightedRank |
| Published: | 2024-09-05 |
| DOI: | 10.32614/CRAN.package.iTOS |
| Author: | Paul R. Rosenbaum [aut, cre] |
| Maintainer: | Paul R. Rosenbaum <rosenbaum at wharton.upenn.edu> |
| License: | GPL-2 |
| NeedsCompilation: | no |
| CRAN checks: | iTOS results |
| Reference manual: | iTOS.pdf |
| Package source: | iTOS_1.0.3.tar.gz |
| Windows binaries: | r-devel: iTOS_1.0.3.zip, r-release: iTOS_1.0.3.zip, r-oldrel: iTOS_1.0.3.zip |
| macOS binaries: | r-release (arm64): iTOS_1.0.3.tgz, r-oldrel (arm64): iTOS_1.0.3.tgz, r-release (x86_64): iTOS_1.0.3.tgz, r-oldrel (x86_64): iTOS_1.0.3.tgz |
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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.