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multipleOutcomes: Asymptotic Covariance Matrix of Regression Models for Multiple Outcomes

Regression models can be fitted for multiple outcomes simultaneously. This package computes estimates of parameters across fitted models and returns the matrix of asymptotic covariance. Various applications of this package, including CUPED (Controlled Experiments Utilizing Pre-Experiment Data), multiple comparison adjustment, are illustrated.

Version: 0.4
Depends: R (≥ 2.10)
Imports: dplyr, momentfit, numDeriv, stringr, survival
Suggests: asaur, coin, ggplot2, iBST, invGauss, JM, joint.Cox, knitr, mvtnorm, pec, randomForestSRC, rmarkdown, survminer, tidyr
Published: 2024-05-30
DOI: 10.32614/CRAN.package.multipleOutcomes
Author: Han Zhang [aut, cre]
Maintainer: Han Zhang <zhangh.ustc at gmail.com>
License: MIT + file LICENSE
NeedsCompilation: no
CRAN checks: multipleOutcomes results

Documentation:

Reference manual: multipleOutcomes.pdf
Vignettes: test

Downloads:

Package source: multipleOutcomes_0.4.tar.gz
Windows binaries: r-devel: multipleOutcomes_0.4.zip, r-release: multipleOutcomes_0.4.zip, r-oldrel: multipleOutcomes_0.4.zip
macOS binaries: r-release (arm64): multipleOutcomes_0.4.tgz, r-oldrel (arm64): multipleOutcomes_0.4.tgz, r-release (x86_64): multipleOutcomes_0.4.tgz, r-oldrel (x86_64): multipleOutcomes_0.4.tgz
Old sources: multipleOutcomes archive

Linking:

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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.