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Provides estimates for the bivariate and trivariate distribution functions and bivariate and trivariate survival functions for censored gap times. Two approaches, using existing methodologies, are considered: (i) the Lin's estimator, which is based on the extension the Kaplan-Meier estimator of the distribution function for the first event time and the Inverse Probability of Censoring Weights for the second time (Lin DY, Sun W, Ying Z (1999) <doi:10.1093/biomet/86.1.59> and (ii) another estimator based on Kaplan-Meier weights (Una-Alvarez J, Meira-Machado L (2008) <https://w3.math.uminho.pt/~lmachado/Biometria_conference.pdf>). The proposed methods are the landmark estimators based on subsampling approach, and the estimator based on weighted cumulative hazard estimator. The package also provides nonparametric estimator conditional to a given continuous covariate. All these methods have been submitted to be published.
Version: | 1.1 |
Depends: | R (≥ 3.5.0) |
Imports: | survival, KernSmooth, graphics, stats, utils, methods |
Suggests: | rmarkdown, knitr |
Published: | 2023-08-09 |
DOI: | 10.32614/CRAN.package.survivalREC |
Author: | Gustavo Soutinho [aut, cre], Luis Meira-Machado [aut], Artur Araujo [ctb], Ana Moreira [ctb] |
Maintainer: | Gustavo Soutinho <gustavosoutinho at sapo.pt> |
License: | GPL-3 |
NeedsCompilation: | yes |
Materials: | README NEWS |
CRAN checks: | survivalREC results |
Reference manual: | survivalREC.pdf |
Vignettes: |
survivalREC: Nonparametric Estimation of the Distribution of Gap Times for Recurrent Events |
Package source: | survivalREC_1.1.tar.gz |
Windows binaries: | r-devel: survivalREC_1.1.zip, r-release: survivalREC_1.1.zip, r-oldrel: survivalREC_1.1.zip |
macOS binaries: | r-release (arm64): survivalREC_1.1.tgz, r-oldrel (arm64): survivalREC_1.1.tgz, r-release (x86_64): survivalREC_1.1.tgz, r-oldrel (x86_64): survivalREC_1.1.tgz |
Old sources: | survivalREC 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.