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Fits mixture cure rate models by the Expectation-Maximization (EM) algorithm. The incidence component (the probability of being uncured) accepts the logit, probit, cauchit, power logit and reversed power logit link functions, and the latency component accepts the exponential, Rayleigh, Weibull, log-normal, log-logistic and inverse Gaussian distributions. The package provides parameter estimates with standard errors, simulation of data from the model, and diagnostic tools based on residuals and simulated envelopes. The methods build on Berkson and Gage (1952) <doi:10.2307/2281318>, Dempster, Laird and Rubin (1977) <doi:10.1111/j.2517-6161.1977.tb01600.x> and Bazán, Torres-Avilés, Suzuki and Louzada (2017) <doi:10.1002/asmb.2215>.
| Version: | 0.3.0 |
| Depends: | R (≥ 4.2.0) |
| Imports: | survival, Formula, actuar, flexsurv, tibble, ggplot2 (≥ 3.4.0), stats, graphics |
| Published: | 2026-10-06 |
| DOI: | 10.32614/CRAN.package.EMGCR |
| Author: | Chaeyeon Yoo [aut], Dipak K. Dey [aut], Victor H. Lachos [aut], Jalmar M. F. Carrasco [aut, cre] |
| Maintainer: | Jalmar M. F. Carrasco <carrasco.jalmar at ufba.br> |
| BugReports: | https://github.com/carrascojalmar/EMGCR/issues |
| License: | GPL-3 |
| URL: | https://github.com/carrascojalmar/EMGCR |
| NeedsCompilation: | no |
| Language: | en-US |
| Materials: | NEWS |
| CRAN checks: | EMGCR results |
| Reference manual: | EMGCR.html , EMGCR.pdf |
| Package source: | EMGCR_0.3.0.tar.gz |
| Windows binaries: | r-devel: EMGCR_0.3.0.zip, r-release: EMGCR_0.3.0.zip, r-oldrel: EMGCR_0.3.0.zip |
| macOS binaries: | r-release (arm64): EMGCR_0.3.0.tgz, r-oldrel (arm64): EMGCR_0.3.0.tgz, r-release (x86_64): EMGCR_0.3.0.tgz, r-oldrel (x86_64): EMGCR_0.3.0.tgz |
| Old sources: | EMGCR archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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