A collection of parametric and nonparametric methods for the analysis of survival data. Parametric families implemented include Gompertz-Makeham, exponential and generalized Pareto models and extended models. The package includes an implementation of the nonparametric maximum likelihood estimator for arbitrary truncation and censoring pattern based on Turnbull (1976) <doi:10.1111/j.2517-6161.1976.tb01597.x>, along with graphical goodness-of-fit diagnostics. Parametric models for positive random variables and peaks over threshold models based on extreme value theory are described in Rootzén and Zholud (2017) <doi:10.1007/s10687-017-0305-5>; Belzile et al. (2021) <doi:10.1098/rsos.202097> and Belzile et al. (2022) <doi:10.1146/annurev-statistics-040120-025426>.
Version: | 1.1.1 |
Depends: | R (≥ 4.0.0) |
Imports: | numDeriv, Rcpp (≥ 1.0.6), rlang, Rsolnp |
LinkingTo: | Rcpp, RcppArmadillo |
Suggests: | knitr, ggplot2 (≥ 3.0.0), tinytest, rmarkdown |
Published: | 2024-07-19 |
DOI: | 10.32614/CRAN.package.longevity |
Author: | Leo Belzile [aut, cre] |
Maintainer: | Leo Belzile <belzilel at gmail.com> |
BugReports: | https://github.com/lbelzile/longevity/issues |
License: | GPL-3 |
URL: | https://lbelzile.github.io/longevity/ |
NeedsCompilation: | yes |
Materials: | NEWS |
CRAN checks: | longevity results |
Reference manual: | longevity.pdf |
Vignettes: |
Introducing longevity Nonparametric maximum likelihood estimation for survival data |
Package source: | longevity_1.1.1.tar.gz |
Windows binaries: | r-devel: longevity_1.1.1.zip, r-release: longevity_1.1.1.zip, r-oldrel: longevity_1.1.1.zip |
macOS binaries: | r-release (arm64): longevity_1.1.1.tgz, r-oldrel (arm64): longevity_1.1.1.tgz, r-release (x86_64): longevity_1.1.1.tgz, r-oldrel (x86_64): longevity_1.1.1.tgz |
Old sources: | longevity archive |
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