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: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=VAJointSurv to link to this page.
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