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'))

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

Pkgdown site:https://www.andybeger.com

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-analysiscpp

5.38 score 4 stars 40 scripts 274 downloads 7 exports 83 dependencies

Last updated 1 years agofrom:87cb5fd652. Checks:7 OK, 4 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKJan 31 2025
R-4.5-win-x86_64NOTEJan 31 2025
R-4.5-mac-x86_64NOTEJan 31 2025
R-4.5-mac-aarch64NOTEJan 31 2025
R-4.5-linux-x86_64NOTEJan 31 2025
R-4.4-win-x86_64OKJan 31 2025
R-4.4-mac-x86_64OKJan 31 2025
R-4.4-mac-aarch64OKJan 31 2025
R-4.3-win-x86_64OKJan 31 2025
R-4.3-mac-x86_64OKJan 31 2025
R-4.3-mac-aarch64OKJan 01 2025

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 Jan 31 2025.

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