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Fits generalized linear models, Cox proportional-hazards models, log-rank tests, generalized estimating equations, mixed models with repeated measures, Kaplan-Meier curves, and quantile differences jointly across multiple endpoints, and returns the full asymptotic covariance matrix linking them. Implements PATED (Prognostic Assisted Treatment Effect Detection), a randomized-trial method that exploits balanced prognostic covariates to tighten standard errors and increase statistical power without introducing bias.
| Version: | 0.16.2 |
| Depends: | R (≥ 3.5) |
| Imports: | dplyr, ggplot2, ggpubr, mmrm (≥ 0.3.15), mvtnorm, rlang, sandwich, stringr, survival, tidyr, tidyselect |
| Suggests: | asaur, coin, iBST, invGauss, JM, joint.Cox, knitr, momentfit, numDeriv, pec, randomForestSRC, rmarkdown, testthat (≥ 3.0.0) |
| Published: | 2026-05-18 |
| DOI: | 10.32614/CRAN.package.multipleOutcomes |
| Author: | Han Zhang [aut, cre] |
| Maintainer: | Han Zhang <zhangh.ustc at gmail.com> |
| BugReports: | https://github.com/zhangh12/multipleOutcomes/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/zhangh12/multipleOutcomes, https://zhangh12.github.io/multipleOutcomes/ |
| NeedsCompilation: | yes |
| Materials: | README, NEWS |
| CRAN checks: | multipleOutcomes results |
| Reference manual: | multipleOutcomes.html , multipleOutcomes.pdf |
| Package source: | multipleOutcomes_0.16.2.tar.gz |
| Windows binaries: | r-devel: multipleOutcomes_0.16.2.zip, r-release: multipleOutcomes_0.16.2.zip, r-oldrel: multipleOutcomes_0.16.2.zip |
| macOS binaries: | r-release (arm64): multipleOutcomes_0.16.2.tgz, r-oldrel (arm64): multipleOutcomes_0.16.2.tgz, r-release (x86_64): multipleOutcomes_0.16.2.tgz, r-oldrel (x86_64): multipleOutcomes_0.16.2.tgz |
| Old sources: | multipleOutcomes archive |
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