intsurv: Integrative Survival Modeling

Contains implementations of integrative survival analysis routines, including regular Cox cure rate model proposed by Kuk and Chen (1992) <doi:10.1093/biomet/79.3.531> via an EM algorithm proposed by Sy and Taylor (2000) <doi:10.1111/j.0006-341X.2000.00227.x>, regularized Cox cure rate model with elastic net penalty following Masud et al. (2018) <doi:10.1177/0962280216677748>, and Zou and Hastie (2005) <doi:10.1111/j.1467-9868.2005.00503.x>, and weighted concordance index for cure models proposed by Asano and Hirakawa (2017) <doi:10.1080/10543406.2017.1293082>.

Package details

AuthorWenjie Wang [aut, cre] (<>), Kun Chen [ctb] (<>), Jun Yan [ctb] (<>)
MaintainerWenjie Wang <>
LicenseGPL (>= 3)
Package repositoryView on CRAN
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intsurv documentation built on Jan. 13, 2021, 3:46 p.m.