Package: reReg 1.4.7
Sy Han (Steven) Chiou
reReg: Recurrent Event Regression
A comprehensive collection of practical and easy-to-use tools for regression analysis of recurrent events, with or without the presence of a (possibly) informative terminal event described in Chiou et al. (2023) <doi:10.18637/jss.v105.i05>. The modeling framework is based on a joint frailty scale-change model, that includes models described in Wang et al. (2001) <doi:10.1198/016214501753209031>, Huang and Wang (2004) <doi:10.1198/016214504000001033>, Xu et al. (2017) <doi:10.1080/01621459.2016.1173557>, and Xu et al. (2019) <doi:10.5705/SS.202018.0224> as special cases. The implemented estimating procedure does not require any parametric assumption on the frailty distribution. The package also allows the users to specify different model forms for both the recurrent event process and the terminal event.
Authors:
reReg_1.4.7.tar.gz
reReg_1.4.7.tar.gz(r-4.5-noble)reReg_1.4.7.tar.gz(r-4.4-noble)
reReg_1.4.7.tgz(r-4.4-emscripten)reReg_1.4.7.tgz(r-4.3-emscripten)
reReg.pdf |reReg.html✨
reReg/json (API)
NEWS
| # Install 'reReg' in R: |
| install.packages('reReg', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/stc04003/rereg/issues
- simDat - Simulated dataset for demonstration
Last updated 2 months agofrom:0e836a4972. Checks:OK: 2. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 07 2024 |
| R-4.5-linux-x86_64 | OK | Nov 07 2024 |
Exports:%2%%to%basebindcheck_Recuris.RecurmcfplotplotEventsplotEvents.controlplotHazplotRateRecurreRegreReg.controlreSurvsimGSCsummary
Dependencies:BBclicolorspacedfoptimdirectlabelsfansifarverggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnleqslvnlmenloptrnumDerivoptimxpillarpkgconfigpracmaquadprogR6RColorBrewerRcppRcppArmadilloredarlangrootSolvescalesscamsplines2SQUAREMsurvivaltibbleutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| reReg: Recurrent Event Regression | reReg-package reReg-packages |
| Function used to combine baseline functions in one plot | basebind |
| Produce Event Plot or Mean Cumulative Function Plot | plot.Recur |
| Plot the Baseline Cumulative Rate Function and the Baseline Cumulative Hazard Function | plot.reReg |
| Produce Event Plots | plotEvents |
| Plot options for plotEvents | plotEvents.control |
| Plot the Baseline Cumulative Hazard Function for the Terminal Time | plotHaz |
| Plotting the Baseline Cumulative Rate Function for the Recurrent Event Process | plotRate |
| Fits Semiparametric Regression Models for Recurrent Event Data | reReg |
| Package options for reReg | reReg.control |
| Calculate Residuals for a `reReg' Fit | residuals.reReg |
| Create an 'reSurv' Object | reSurv |
| Simulated dataset for demonstration | simDat |
| Function to generate simulated recurrent event data | simGSC |
