VAJointSurv: Variational Approximation for Joint Survival and Marker Models
Estimates joint marker (longitudinal) and survival (time-to-event) outcomes using variational approximations. The package supports multivariate markers allowing for correlated error terms and multiple types of survival outcomes which may be left-truncated, right-censored, and recurrent. Time-varying fixed and random covariate effects are supported along with non-proportional hazards.
| Version: | 0.1.1 |
| Depends: | R (≥ 3.5.0), survival |
| Imports: | Rcpp, splines, utils, stats, SimSurvNMarker, psqn, Matrix, methods, lme4 |
| LinkingTo: | Rcpp, RcppArmadillo, RcppEigen, testthat, psqn (≥ 0.3.0) |
| Suggests: | rmarkdown, knitr, testthat (≥ 3.0.0), xml2, R.rsp |
| Published: | 2025-01-15 |
| DOI: | 10.32614/CRAN.package.VAJointSurv |
| Author: | Benjamin Christoffersen
 [cre, aut],
Mark Clements [aut],
Birzhan Akynkozhayev [aut],
Antoine Savine [cph] |
| Maintainer: | Benjamin Christoffersen <boennecd at gmail.com> |
| BugReports: | https://github.com/boennecd/VAJointSurv/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/boennecd/VAJointSurv |
| NeedsCompilation: | yes |
| SystemRequirements: | C++17 |
| CRAN checks: | VAJointSurv results |
Documentation:
| Reference manual: | VAJointSurv.pdf |
| Vignettes: |
Joint Survival and Marker Models (source) |
Downloads:
| Package source: | VAJointSurv_0.1.1.tar.gz |
| Windows binaries: | r-devel: VAJointSurv_0.1.1.zip, r-release: VAJointSurv_0.1.1.zip, r-oldrel: VAJointSurv_0.1.1.zip |
| macOS binaries: | r-devel (arm64): VAJointSurv_0.1.1.tgz, r-release (arm64): VAJointSurv_0.1.1.tgz, r-oldrel (arm64): VAJointSurv_0.1.1.tgz, r-devel (x86_64): VAJointSurv_0.1.1.tgz, r-release (x86_64): VAJointSurv_0.1.1.tgz, r-oldrel (x86_64): VAJointSurv_0.1.1.tgz |
| Old sources: | VAJointSurv archive |
Linking:
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