Package: gfoRmulaICE 0.1.0
Zhaoxi Cheng
gfoRmulaICE: Parametric Iterative Conditional Expectation G-Formula
Implements iterative conditional expectation (ICE) estimators of the plug-in g-formula (Wen, Young, Robins, and Hernán (2020) <doi:10.1111/biom.13321>). Both singly robust and doubly robust ICE estimators based on parametric models are available. The package can be used to estimate survival curves under sustained treatment strategies (interventions) using longitudinal data with time-varying treatments, time-varying confounders, censoring, and competing events. The interventions can be static or dynamic, and deterministic or stochastic (including threshold interventions). Both prespecified and user-defined interventions are available.
Authors:
gfoRmulaICE_0.1.0.tar.gz
gfoRmulaICE_0.1.0.tar.gz(r-4.5-noble)gfoRmulaICE_0.1.0.tar.gz(r-4.4-noble)
gfoRmulaICE_0.1.0.tgz(r-4.4-emscripten)gfoRmulaICE_0.1.0.tgz(r-4.3-emscripten)
gfoRmulaICE.pdf |gfoRmulaICE.html✨
gfoRmulaICE/json (API)
NEWS
| # Install 'gfoRmulaICE' in R: |
| install.packages('gfoRmulaICE', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
- compData - Example Dataset for a Survival Outcome with Both Censoring and Competing Event
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 23 days agofrom:0f9473d78a. Checks:OK: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Dec 02 2024 |
| R-4.5-linux | OK | Dec 02 2024 |
Exports:dynamicgrace_periodicenatural_coursepoolstaticstratthresholdweight
Dependencies:backportsbase64encbiglmbslibcachemcheckmatecliclustercodetoolscolorspacedata.tableDBIdigestdoParalleldplyrevaluatefansifarverfastmapfontawesomeforeachforeignFormulafsgenericsggplot2gluegridExtragtablehighrHmischtmlTablehtmltoolshtmlwidgetsisobanditeratorsjquerylibjsonliteknitrlabelinglatticelifecyclemagrittrMASSMatrixmemoisemgcvmimemunsellnlmennetpillarpkgconfigplyrR6rappdirsRColorBrewerRcppreshape2rlangrmarkdownrpartrstudioapisassscalesspeedglmstringistringrtibbletidyselecttinytexutf8vctrsviridisviridisLitewithrxfunyaml
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Example Dataset for a Survival Outcome with Both Censoring and Competing Event | compData |
| Dynamic | dynamic |
| Strategy with Grace Period | grace_period |
| Iterative Conditional Expectation Estimator | ice |
| Natural Course | natural_course |
| Plot method for ICE estimator objects | plot.ICE |
| Indicator for the pooling over treatment history ICE estimator | pool |
| Static | static |
| Indicator for the stratifying on treatment history ICE estimator | strat |
| Summary method for ICE Estimator Objects | summary.ICE |
| Threshold | threshold |
| Indicator for the doubly robust ICE estimator | weight |