Package: pseudoCure 1.0.0
Sy Han (Steven) Chiou
pseudoCure: A Pseudo-Observations Approach for Analyzing Survival Data with a Cure Fraction
A collection of easy-to-use tools for regression analysis of survival data with a cure fraction proposed in Su et al. (2022) <doi:10.1177/09622802221108579>. The modeling framework is based on the Cox proportional hazards mixture cure model and the bounded cumulative hazard (promotion time cure) model. The pseudo-observations approach is utilized to assess covariate effects and embedded in the variable selection procedure.
Authors:
pseudoCure_1.0.0.tar.gz
pseudoCure_1.0.0.tar.gz(r-4.7-arm64)pseudoCure_1.0.0.tar.gz(r-4.7-x86_64)pseudoCure_1.0.0.tar.gz(r-4.6-arm64)pseudoCure_1.0.0.tar.gz(r-4.6-x86_64)
pseudoCure_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
pseudoCure/json (API)
| # Install 'pseudoCure' in R: |
| install.packages('pseudoCure', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
- Teeth500 - Dental data for illustration
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:b151166f1e. Checks:6 OK. Indexed: no.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 203 | ||
| linux-devel-x86_64 | OK | 152 | ||
| source / vignettes | OK | 455 | ||
| linux-release-arm64 | OK | 161 | ||
| linux-release-x86_64 | OK | 167 | ||
| wasm-release | OK | 137 |
Exports:geelmkmmzTestpCurepCure.control
Dependencies:abindbackportsbootbroomcarcarDataclicolorspacecorrplotcowplotcpp11DerivdoBydplyrfarverforecastFormulafracdiffgenericsggplot2ggpubrggrepelggsciggsignifgluegridExtragtableisobandlabelinglatticelifecyclelme4lmtestmagrittrMASSMatrixMatrixModelsmgcvmicrobenchmarkminqamodelrnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigpolynompurrrquantregR6rbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreformulasrlangrstatixS7scalesSparseMstringistringrsurvivaltibbletidyrtidyselecttimeDateurcautf8vctrsviridisLitewithrzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| pseudoCure: A pseudo-observations approach for analyzing survival data with a cure fraction | pseudoCure-package pseudoCure-packages pseudoCure |
| Generalized Estimating Equation with Gaussian family | geelm |
| Kaplan-Meier estimate | km |
| Maller-Zhou test | mzTest |
| Cure Rate Model with pseudo-observation approach | pCure |
| Package options for pseudoCure | pCure.control |
| Plot method for 'geelm' objects | plot.geelm |
| Plot method for 'pCure' objects | plot.pCure |
| Dental data for illustration | Teeth500 |
