Computes martingale difference correlation (MDC), martingale difference divergence, and their partial extensions to assess conditional mean dependence. The methods are based on Shao and Zhang (2014) <doi:10.1080/01621459.2014.887012>. Additionally, introduces a novel hypothesis test for evaluating covariate effects on the cure rate in mixture cure models, using MDC-based statistics. The methodology is described in Monroy-Castillo et al. (2025, manuscript submitted).
| Version: | 0.1.0 |
| Imports: | Rcpp, RcppParallel, ggplot2, ggtext, gridExtra, future, future.apply, smcure, npcure, survival |
| LinkingTo: | Rcpp, RcppArmadillo, RcppParallel |
| Suggests: | knitr, rmarkdown, pinp |
| Published: | 2025-07-23 |
| DOI: | 10.32614/CRAN.package.MDCcure |
| Author: | Blanca Monroy-Castillo [aut, cre], Amalia Jácome [aut], Ricardo Cao [aut], Ingrid Van Keilegom [aut], Ursula Müller [aut] |
| Maintainer: | Blanca Monroy-Castillo <blancamonroy.96 at gmail.com> |
| BugReports: | https://github.com/CastleMon/MDCcure/issues |
| License: | GPL-3 |
| URL: | https://github.com/CastleMon/MDCcure |
| NeedsCompilation: | yes |
| SystemRequirements: | GNU make, TBB |
| CRAN checks: | MDCcure results |
| Reference manual: | MDCcure.html , MDCcure.pdf |
| Vignettes: |
MDCcure (source, R code) |
| Package source: | MDCcure_0.1.0.tar.gz |
| Windows binaries: | r-devel: MDCcure_0.1.0.zip, r-release: MDCcure_0.1.0.zip, r-oldrel: MDCcure_0.1.0.zip |
| macOS binaries: | r-release (arm64): MDCcure_0.1.0.tgz, r-oldrel (arm64): MDCcure_0.1.0.tgz, r-release (x86_64): MDCcure_0.1.0.tgz, r-oldrel (x86_64): MDCcure_0.1.0.tgz |
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