Package: multipleOutcomes 0.18.0

multipleOutcomes: Joint Covariance and Treatment-Effect Tests for Multiple Outcomes

Fits generalized linear models, Cox proportional-hazards models, log-rank tests, generalized estimating equations, mixed models with repeated measures, Kaplan-Meier curves, quantile differences, and hierarchical net-benefit (win-difference) and log win-ratio statistics 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.

Authors:Han Zhang [aut, cre]

multipleOutcomes_0.18.0.tar.gz
multipleOutcomes_0.18.0.zip(r-4.7)multipleOutcomes_0.18.0.zip(r-4.6)multipleOutcomes_0.18.0.zip(r-4.5)
multipleOutcomes_0.18.0.tgz(r-4.6-x86_64)multipleOutcomes_0.18.0.tgz(r-4.6-arm64)multipleOutcomes_0.18.0.tgz(r-4.5-x86_64)multipleOutcomes_0.18.0.tgz(r-4.5-arm64)
multipleOutcomes_0.18.0.tar.gz(r-4.7-arm64)multipleOutcomes_0.18.0.tar.gz(r-4.7-x86_64)multipleOutcomes_0.18.0.tar.gz(r-4.6-arm64)multipleOutcomes_0.18.0.tar.gz(r-4.6-x86_64)
multipleOutcomes_0.18.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
multipleOutcomes/json (API)

# Install 'multipleOutcomes' in R:
install.packages('multipleOutcomes', repos = c('https://zhangh12.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/zhangh12/multipleoutcomes/issues

Pkgdown/docs site:https://zhangh12.github.io

Uses libs:
  • openblas– Optimized BLAS
Datasets:
  • actg - ACTG 320 Clinical Trial Dataset
  • indo - Rectal Indomethacin for Prevention of Post-ERCP Pancreatitis

On CRAN:

Conda:

openblas

3.78 score 6 scripts 447 downloads 15 exports 99 dependencies

Last updated from:3bfc7d361d. Checks:10 OK, 3 ERROR. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK177
linux-devel-x86_64OK216
source / vignettesOK235
linux-release-arm64OK186
linux-release-x86_64OK204
macos-release-arm64OK107
macos-release-x86_64OK243
macos-oldrel-arm64OK110
macos-oldrel-x86_64OK430
windows-develERROR148
windows-releaseERROR133
windows-oldrelERROR134
wasm-releaseOK169

Exports:coxph_gee_glm_jointCovariancekm_logrank_mmrm_nb_binarynb_continuousnb_ttenetbenefit_patedquantile_simulateMoDatawinratio_

Dependencies:abindbackportsbootbriobroomcallrcarcarDatacheckmateclicolorspacecorrplotcowplotcpp11crayonDerivdescdiffobjdoBydplyrevaluatefarverforecastFormulafracdifffsgenericsggplot2ggpubrggrepelggsciggsignifgluegridExtragtableisobandjsonlitelabelinglatticelifecyclelme4lmtestmagrittrMASSMatrixMatrixModelsmgcvmicrobenchmarkminqammrmmodelrmvtnormnlmenloptrnnetnumDerivotelpbkrtestpillarpkgbuildpkgconfigpkgloadpolynompraiseprocessxpspurrrquantregR6rbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreformulasrlangrprojrootrstatixS7sandwichscalesSparseMstringistringrsurvivaltestthattibbletidyrtidyselecttimeDateTMBurcautf8vctrsviridisLitewaldowithrzoo