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.


Reference manual

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install.packages("VAJointSurv")

0.1.1 by Benjamin Christoffersen, 2 years ago


https://github.com/boennecd/VAJointSurv


Report a bug at https://github.com/boennecd/VAJointSurv/issues


Browse source code at https://github.com/cran/VAJointSurv


Authors: Benjamin Christoffersen [cre, aut] , Mark Clements [aut] , Birzhan Akynkozhayev [aut] , Antoine Savine [cph]


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports Rcpp, splines, utils, stats, SimSurvNMarker, psqn, Matrix, methods, lme4

Depends on survival

Suggests rmarkdown, knitr, testthat, xml2, R.rsp

Linking to Rcpp, RcppArmadillo, RcppEigen, testthat, psqn

System requirements: C++17


See at CRAN