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EMGCR
View on CRAN: Click
here
Download and install EMGCR package within the R console
Install from CRAN:
install.packages("EMGCR")
Install from Github:
library("remotes")
install_github("cran/EMGCR") Install by package version:
library("remotes")
install_version("EMGCR", "0.2.0") Attach the package and use:
library("EMGCR")
Maintained by
Jalmar M. F. Carrasco
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-11-18
Latest Update: 2025-11-18
Description:
Tools to fit Mixture Cure Rate models via the Expectation-Maximization (EM) algorithm, allowing for flexible link functions in the cure component and various survival distributions in the latency part. The package supports user-specified link functions, includes methods for parameter estimation and model diagnostics, and provides residual analysis tailored for cure models. The classical theory methods used are described in Berkson, J. and Gage, R. P. (1952) <doi:10.2307/2281318>, Dempster, A. P., Laird, N. M. and Rubin, D. B. (1977) <https://www.jstor.org/stable/2984875>, Bazán, J., Torres-Avilés, F., Suzuki, A. and Louzada, F. (2017)<doi:10.1002/asmb.2215>.
How to cite:
Jalmar M. F. Carrasco (2025). EMGCR: Fit a Mixture Cure Rate Model with Custom Link Function. R package version 0.2.0, https://cran.r-project.org/web/packages/EMGCR. Accessed 21 Jul. 2026.
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