survstan: Fitting Survival Regression Models via 'Stan'
Parametric survival regression models under the maximum likelihood approach via 'Stan'. Implemented regression models include accelerated failure time models, proportional hazards models, proportional odds models, accelerated hazard models, Yang and Prentice models, and extended hazard models. Available baseline survival distributions include exponential, Weibull, log-normal, log-logistic, gamma, generalized gamma, rayleigh, Gompertz and fatigue (Birnbaum-Saunders) distributions. References: Lawless (2002) <ISBN:9780471372158>; Bennett (1982) <doi:10.1002/sim.4780020223>; Chen and Wang(2000) <doi:10.1080/01621459.2000.10474236>; Demarqui and Mayrink (2021) <doi:10.1214/20-BJPS471>.
| Version: | 0.0.7.1 |
| Depends: | R (≥ 3.4.0), survival |
| Imports: | actuar (≥ 3.0.0), broom, doFuture, dplyr, extraDistr, foreach, future, generics, ggplot2, gridExtra, MASS, methods, purrr, Rcpp (≥ 0.12.0), RcppParallel (≥ 5.0.1), Rdpack, rlang, rstan (≥ 2.26.0), rstantools (≥ 2.3.1), tibble, tidyr |
| LinkingTo: | BH (≥ 1.66.0), Rcpp (≥ 0.12.0), RcppEigen (≥ 0.3.3.3.0), RcppParallel (≥ 5.0.1), rstan (≥ 2.26.0), StanHeaders (≥ 2.26.0) |
| Suggests: | emmeans (≥ 1.4.2), estimability, GGally, knitr, rmarkdown, testthat (≥ 3.0.0) |
| Published: | 2024-04-12 |
| Author: | Fabio Demarqui 
[aut, cre, cph],
Andrew Johnson [ctb] |
| Maintainer: | Fabio Demarqui <fndemarqui at est.ufmg.br> |
| BugReports: | https://github.com/fndemarqui/survstan/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/fndemarqui/survstan, https://fndemarqui.github.io/survstan/ |
| NeedsCompilation: | yes |
| SystemRequirements: | GNU make |
| Materials: | README NEWS |
| CRAN checks: | survstan results |
Documentation:
| Reference manual: | survstan.pdf |
| Vignettes: |
Likelihood ratio tests with the survstan package Introduction to the R package survstan |
Downloads:
| Package source: | survstan_0.0.7.1.tar.gz |
| Windows binaries: | r-devel: survstan_0.0.7.1.zip, r-release: survstan_0.0.7.1.zip, r-oldrel: survstan_0.0.7.1.zip |
| macOS binaries: | r-release (arm64): survstan_0.0.7.1.tgz, r-oldrel (arm64): survstan_0.0.7.1.tgz, r-release (x86_64): survstan_0.0.7.1.tgz, r-oldrel (x86_64): survstan_0.0.7.1.tgz |
| Old sources: | survstan archive |
Linking:
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