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-x86_64)gmvjoint_0.4.5.zip(r-4.7-arm64)gmvjoint_0.4.5.zip(r-4.6-x86_64)gmvjoint_0.4.5.zip(r-4.6-arm64)gmvjoint_0.4.5.zip(r-4.5-x86_64)
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 326 downloads 9 exports 68 dependencies

Last updated from:541fc56b48. Checks:15 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK178
linux-devel-x86_64OK156
source / vignettesOK259
linux-release-arm64OK200
linux-release-x86_64OK199
macos-release-arm64OK232
macos-release-x86_64OK423
macos-oldrel-arm64OK221
macos-oldrel-x86_64OK453
windows-devel-arm64OK372
windows-devel-x86_64OK198
windows-release-arm64OK408
windows-release-x86_64OK176
windows-oldrel-x86_64OK166
wasm-releaseOK138

Exports:boot.jointcond.ranefsdynPredjointparseCoxphrgenpoisROCsimDataxtable.joint

Dependencies:backportsbootbroomclicolorspacecowplotcpp11DerivdoBydplyrfarverforecastfracdiffgenericsggplot2glmmTMBgluegtableisobandlabelinglatticelifecyclelme4lmtestmagrittrMASSMatrixmgcvminqamodelrmvtnormnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigpracmapurrrR6rbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreformulasrlangS7sandwichscalesstatmodstringistringrsurvivaltibbletidyrtidyselecttimeDateTMBurcautf8vctrsviridisLitewithrxtablezoo