Package: gmvjoint 0.4.5

gmvjoint: Joint Models of Survival and Multivariate Longitudinal Data

Fit joint models of survival and multivariate longitudinal data. The longitudinal data is specified by generalised linear mixed models. The joint models are fit via maximum likelihood using an approximate expectation maximisation algorithm. Bernhardt (2015) <doi:10.1016/j.csda.2014.11.011>.

Authors:James Murray [aut, cre]

gmvjoint_0.4.5.tar.gz
gmvjoint_0.4.5.zip(r-4.7)gmvjoint_0.4.5.zip(r-4.6)gmvjoint_0.4.5.zip(r-4.5)
gmvjoint_0.4.5.tgz(r-4.6-x86_64)gmvjoint_0.4.5.tgz(r-4.6-arm64)gmvjoint_0.4.5.tgz(r-4.5-x86_64)gmvjoint_0.4.5.tgz(r-4.5-arm64)
gmvjoint_0.4.5.tar.gz(r-4.7-arm64)gmvjoint_0.4.5.tar.gz(r-4.7-x86_64)gmvjoint_0.4.5.tar.gz(r-4.6-arm64)gmvjoint_0.4.5.tar.gz(r-4.6-x86_64)
gmvjoint_0.4.5.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
gmvjoint/json (API)

# Install 'gmvjoint' in R:
install.packages('gmvjoint', repos = c('https://jamesmurray7.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/jamesmurray7/gmvjoint/issues

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
  • openmp– GCC OpenMP (GOMP) support library
Datasets:
  • PBC - Primary biliary cirrhosis data

On CRAN:

Conda:

glmmjoint-modelslongitudinalmixed-modelsmodelpredictionsurvivalsurvival-analysisopenblascppopenmp

3.48 score 3 stars 20 scripts 343 downloads 9 exports 68 dependencies

Last updated from:541fc56b48. Checks:13 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK224
linux-devel-x86_64OK177
source / vignettesOK251
linux-release-arm64OK201
linux-release-x86_64OK191
macos-release-arm64OK153
macos-release-x86_64OK291
macos-oldrel-arm64OK228
macos-oldrel-x86_64OK342
windows-develOK165
windows-releaseOK177
windows-oldrelOK169
wasm-releaseOK172

Exports:boot.jointcond.ranefsdynPredjointparseCoxphrgenpoisROCsimDataxtable.joint

Dependencies:backportsbootbroomclicolorspacecowplotcpp11DerivdoBydplyrfarverforecastfracdiffgenericsggplot2glmmTMBgluegtableisobandlabelinglatticelifecyclelme4lmtestmagrittrMASSMatrixmgcvminqamodelrmvtnormnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigpracmapurrrR6rbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreformulasrlangS7sandwichscalesstatmodstringistringrsurvivaltibbletidyrtidyselecttimeDateTMBurcautf8vctrsviridisLitewithrxtablezoo