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 + fileLICENSE |
| URL: | https://github.com/boennecd/VAJointSurv |
| NeedsCompilation: | yes |
| SystemRequirements: | C++17 |
| CRAN checks: | VAJointSurv results |