Package: spduration 0.17.2.9000

spduration: Split-Population Duration (Cure) Regression

An implementation of split-population duration regression models. Unlike regular duration models, split-population duration models are mixture models that accommodate the presence of a sub-population that is not at risk for failure, e.g. cancer patients who have been cured by treatment. This package implements Weibull and Loglogistic forms for the duration component, and focuses on data with time-varying covariates. These models were originally formulated in Boag (1949) and Berkson and Gage (1952), and extended in Schmidt and Witte (1989).

Authors:Andreas Beger [aut, cre], Daina Chiba [aut], Daniel W. Hill, Jr. [aut], Nils W. Metternich [aut], Shahryar Minhas [aut], Michael D. Ward [aut, cph]

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spduration.pdf |spduration.html✨
spduration/json (API)
NEWS

# Install 'spduration' in R:
install.packages('spduration', repos = c('https://andybega.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/andybega/spduration/issues

Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:
  • bscoup - B&S 2003 coup data
  • coups - Global coups, 1979 to 2010
  • model.coups - Model of global coups from 1979 to 2010

On CRAN:

mixture-modelregressionsplit-populationsurvival-analysis

7 exports 4 stars 1.33 score 83 dependencies 40 scripts 216 downloads

Last updated 7 months agofrom:87cb5fd652. Checks:OK: 7 NOTE: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 03 2024
R-4.5-win-x86_64NOTESep 03 2024
R-4.5-linux-x86_64NOTESep 03 2024
R-4.4-win-x86_64OKSep 03 2024
R-4.4-mac-x86_64OKSep 03 2024
R-4.4-mac-aarch64OKSep 03 2024
R-4.3-win-x86_64OKSep 03 2024
R-4.3-mac-x86_64OKSep 03 2024
R-4.3-mac-aarch64OKSep 03 2024

Exports:add_durationpanel_lagplot_hazardplot_hazard1plot_hazard2sepplotspdur

Dependencies:backportsbase64encbslibcachemcheckmatecliclustercolorspacecorpcorcurldata.tabledigestevaluatefansifarverfastmapfontawesomeforecastforeignFormulafracdifffsgenericsggplot2gluegridExtragtablehighrHmischtmlTablehtmltoolshtmlwidgetsisobandjquerylibjsonliteknitrlabelinglatticelifecyclelmtestmagrittrMASSMatrixmemoisemgcvmimemunsellnlmennetpillarpkgconfigquadprogquantmodR6rappdirsRColorBrewerRcppRcppArmadillorlangrmarkdownrpartrstudioapisassscalesseparationplotstringistringrtibbletimeDatetinytextseriesTTRurcautf8vctrsviridisviridisLitewithrxfunxtablextsyamlzoo

Splitting it Up: The spduration Split-population Duration Regression Package

Andreas Beger, Daniel W. Hill, Jr., Nils W. Metternich, Shahryar Minhas, and Michael D. Ward

Rendered fromintroduction.Rmdusingknitr::rmarkdownon Sep 03 2024.

Last update: 2024-02-08
Started: 2017-04-06