intsurv

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The R package intsurv contains implementations of

and other survival analysis routines, including

Installation

You may install the latest released version on CRAN by

install.packages("intsurv")

Get Started

Examples are provided for the main functions for model-fitting in the package. One may get started from those examples and the function documentation.

library(intsurv)
?iCoxph # integrative Cox model
?cox_cure # Cox cure rate model
?cox_cure_net # regularized Cox cure rate model

Development

If the version under development is able to pass the building check by Travis CI, you may consider installing it with the help of remotes by

if (! require(remotes)) install.packages("remotes")
remotes::install_github("wenjie2wang/intsurv")

References

Wang, W., Aseltine, R., Chen, K., & Yan, J. (2019). Integrative Survival Analysis with Uncertain Event Times in Application to a Suicide Risk Study. Annals of Applied Statistics. (in press)

Wang, W., Chen, K., Luo, C., & Yan, J. (2019+). Cox Cure Model with Uncertain Event Status with application to a Suicide Risk Study. Working in Progress.