VAJointSurv: Variational Approximation for Joint Survival and Marker Models

Estimates joint marker (longitudinal) and 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.

Getting started

Package details

AuthorBenjamin Christoffersen [cre, aut] (<https://orcid.org/0000-0002-7182-1346>), Mark Clements [aut], Birzhan Akynkozhayev [aut], Antoine Savine [cph]
MaintainerBenjamin Christoffersen <boennecd@gmail.com>
LicenseMIT + file LICENSE
Version0.1.0
URL https://github.com/boennecd/VAJointSurv
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("VAJointSurv")

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VAJointSurv documentation built on Aug. 14, 2022, 9:05 a.m.