longevity: Statistical Methods for the Analysis of Excess Lifetimes
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: | 1.0.0 |
| 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: | 2023-11-12 |
| 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 |
| CRAN checks: | longevity results |
Documentation:
| Reference manual: | longevity.pdf |
| Vignettes: |
Introducing longevity Nonparametric maximum likelihood estimation for survival data |
Downloads:
| Package source: | longevity_1.0.0.tar.gz |
| Windows binaries: | r-devel: longevity_1.0.0.zip, r-release: longevity_1.0.0.zip, r-oldrel: longevity_1.0.0.zip |
| macOS binaries: | r-release (arm64): longevity_1.0.0.tgz, r-oldrel (arm64): longevity_1.0.0.tgz, r-release (x86_64): longevity_1.0.0.tgz, r-oldrel (x86_64): longevity_1.0.0.tgz |
Linking:
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