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Provides regression for hierarchically ordered clinical outcomes via pairwise comparisons, using a covariate-adjusted Davidson (Bradley-Terry with ties) model with U-statistic sandwich standard errors. A hierarchy of outcomes (binary, ordinal, continuous, and time-to-event, with eligibility guards and tie margins) is defined; all pairs of subjects are scored lexicographically; and the resulting win / loss / tie data are analysed. Unadjusted win statistics (net benefit, win ratio, win odds), diagnostics, and a worked example based on outcomes after allogeneic stem cell transplant are also provided. The computational engine is written in 'C++' using 'Rcpp' and 'RcppEigen'.
| Version: | 1.0.0 |
| Depends: | R (≥ 4.0.0) |
| Imports: | Rcpp (≥ 1.0.0), stats, graphics |
| LinkingTo: | Rcpp, RcppEigen |
| Suggests: | knitr, rmarkdown, testthat (≥ 3.0.0), survival, gnm |
| Published: | 2026-10-20 |
| DOI: | 10.32614/CRAN.package.hpsreg |
| Author: | Ravi Varadhan [aut, cre] |
| Maintainer: | Ravi Varadhan <ravi.varadhan at jhu.edu> |
| License: | GPL (≥ 3) |
| NeedsCompilation: | yes |
| SystemRequirements: | OpenMP (optional) |
| Citation: | hpsreg citation info |
| Materials: | README, NEWS |
| CRAN checks: | hpsreg results |
| Reference manual: | hpsreg.html , hpsreg.pdf |
| Vignettes: |
Getting started with hpsreg (source, R code) |
| Package source: | hpsreg_1.0.0.tar.gz |
| Windows binaries: | r-devel: not available, r-release: hpsreg_1.0.0.zip, r-oldrel: hpsreg_1.0.0.zip |
| macOS binaries: | r-release (arm64): hpsreg_1.0.0.tgz, r-oldrel (arm64): hpsreg_1.0.0.tgz, r-release (x86_64): hpsreg_1.0.0.tgz, r-oldrel (x86_64): hpsreg_1.0.0.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.
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