Movatterモバイル変換


[0]ホーム

URL:


Skip to content

Navigation Menu

Sign in
Appearance settings

Search code, repositories, users, issues, pull requests...

Provide feedback

We read every piece of feedback, and take your input very seriously.

Saved searches

Use saved searches to filter your results more quickly

Sign up
Appearance settings

Parametric cure models for flexsurvreg

NotificationsYou must be signed in to change notification settings

jrdnmdhl/flexsurvcure

Repository files navigation

Travis build statuscodecov

The development repository for flexsurvcure, an R package for parametric mixture and non-mixture cure models. Flexsurvcure is based onflexsurv, the R package for parametric survival modelling.

Installation (development version)

install.packages("flexsurv")install.packages("devtools")devtools::install_github('jrdnmdhl/flexsurvcure')

Supported Distributions

All of the built-in distribution with flexsurvreg are supported, though some currently have issues with convergence and numerical instability. The following distributions currently seem reliable:

  • Exponential (exp)
  • Weibull (weibull, weibullPH)
  • Lognormal (lnorm)
  • Log-Logistic (llogis)

The following distributions are supported, but may not be reliable:

  • Gompertz (gompertz)
  • Generalized Gamma (gengamma, gengamma.orig)
  • Generalized F (genf, genf.orig)

Custom distributions can also be used by passing a distribution list (seeflexsurv examples).

Fitting a mixture cure model

mixture= flexsurvcure(Surv(rectime,censrec)~group,data=bc,dist="weibullPH",link="logistic",mixture=T)plot(mixture)

Fitting a non-mixture cure model

non_mixture= flexsurvcure(Surv(rectime,censrec)~group,data=bc,dist="weibullPH",link="loglog",mixture=F)plot(non_mixture)

Covariates on parameters other than cure fraction

non_mixture_covarite_scale= flexsurvcure(Surv(rectime,censrec)~group,data=bc,anc=list(scale=~group),dist="weibullPH",link="loglog",mixture=F)plot(non_mixture_covarite_scale)

About

Parametric cure models for flexsurvreg

Resources

Stars

Watchers

Forks

Packages

No packages published

[8]ページ先頭

©2009-2025 Movatter.jp