Introduction | Definition: Principal Survival Causal Effect | Multiply robust estimation | Basic Syntax | An Illustrative Example | Data illustration | Implement the multiply robust estimators | Visualize the results | Sensitivity analysis | Sensitivity analysis for the principal ignorability | Sensitivity analysis for the monotonicity
Package: mrPStrata 0.1.0
Chao Cheng
mrPStrata: Multiply robust estimation in causal survival analysis with treatment noncompliance
This package provides functions to calculate the multiply robust estimator of the principal survival causal effect among the always takers, compliers, and never takers.
Authors:
mrPStrata_0.1.0.tar.gz
mrPStrata_0.1.0.zip(r-4.7-any)mrPStrata_0.1.0.zip(r-4.6-any)mrPStrata_0.1.0.zip(r-4.5-any)
mrPStrata_0.1.0.tgz(r-4.6-any)mrPStrata_0.1.0.tgz(r-4.5-any)
mrPStrata_0.1.0.tar.gz(r-4.7-any)mrPStrata_0.1.0.tar.gz(r-4.6-any)
mrPStrata_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
mrPStrata/json (API)
| # Install 'mrPStrata' in R: |
| install.packages('mrPStrata', repos = c('https://chaochengstat.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/chaochengstat/mrpstrata/issues
Last updated from:514fcfd272. Checks:7 WARNING, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | WARNING | 193 | ||
| source / vignettes | OK | 399 | ||
| linux-release-x86_64 | WARNING | 194 | ||
| macos-release-arm64 | WARNING | 181 | ||
| macos-oldrel-arm64 | WARNING | 180 | ||
| windows-devel | WARNING | 142 | ||
| windows-release | WARNING | 145 | ||
| windows-oldrel | WARNING | 142 | ||
| wasm-release | OK | 108 |
Exports:BootEst.MO.SABootEst.PI.SAmrPStratamrPStrata_MO_SAmrPStrata_PI_SAplot.pscePointEst.MO.SAPointEst.PI.SA
Dependencies:bootclicpp11crayondplyrfarvergenericsggplot2gluegtablehmsisobandlabelinglatticelifecyclemagrittrMatrixpillarpkgconfigprettyunitsprogressR6RColorBrewerrlangS7scalessurvivaltibbletidyselectutf8vctrsviridisLitewithr
