CRAN/E | VAJointSurv

VAJointSurv

Variational Approximation for Joint Survival and Marker Models

Installation

About

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.

github.com/boennecd/VAJointSurv
System requirements C++17
Bug report File report

Key Metrics

Version 0.1.0
R ≥ 3.5.0
Published 2022-08-14 614 days ago
Needs compilation? yes
License MIT
License File
CRAN checks VAJointSurv results

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Maintainer

Maintainer

Benjamin Christoffersen

boennecd@gmail.com

Authors

Benjamin Christoffersen

cre / aut

Mark Clements

aut

Birzhan Akynkozhayev

aut

Antoine Savine

cph

Material

Reference manual
Package source

Vignettes

Joint Survival and Marker Models

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Depends

R ≥ 3.5.0
survival

Imports

Rcpp
splines
utils
stats
SimSurvNMarker
psqn
Matrix
methods
lme4

Suggests

rmarkdown
knitr
testthat ≥ 3.0.0
xml2
R.rsp

LinkingTo

Rcpp
RcppArmadillo
RcppEigen
testthat
psqn ≥ 0.3.0