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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>.
Getting started
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Package details |
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| Author | Wenjie Wang [aut, cre] (<https://orcid.org/0000-0003-0363-3180>), Kun Chen [ctb] (<https://orcid.org/0000-0003-3579-5467>), Jun Yan [ctb] (<https://orcid.org/0000-0003-4401-7296>) |
| Maintainer | Wenjie Wang <wang@wwenjie.org> |
| License | GPL (>= 3) |
| Version | 0.2.2 |
| URL | https://wwenjie.org/intsurv https://github.com/wenjie2wang/intsurv |
| Package repository | View on CRAN |
| Installation |
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