Package: joineRML 0.4.6
joineRML: Joint Modelling of Multivariate Longitudinal Data and Time-to-Event Outcomes
Fits the joint model proposed by Henderson and colleagues (2000) <doi:10.1093/biostatistics/1.4.465>, but extended to the case of multiple continuous longitudinal measures. The time-to-event data is modelled using a Cox proportional hazards regression model with time-varying covariates. The multiple longitudinal outcomes are modelled using a multivariate version of the Laird and Ware linear mixed model. The association is captured by a multivariate latent Gaussian process. The model is estimated using a Monte Carlo Expectation Maximization algorithm. This project was funded by the Medical Research Council (Grant number MR/M013227/1).
Authors:
joineRML_0.4.6.tar.gz
joineRML_0.4.6.tar.gz(r-4.5-noble)joineRML_0.4.6.tar.gz(r-4.4-noble)
joineRML_0.4.6.tgz(r-4.4-emscripten)joineRML_0.4.6.tgz(r-4.3-emscripten)
joineRML.pdf |joineRML.html✨
joineRML/json (API)
NEWS
# Install 'joineRML' in R: |
install.packages('joineRML', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/graemeleehickey/joinerml/issues
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Last updated 2 years agofrom:e573709642. Checks:OK: 1 NOTE: 1. Indexed: no.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Dec 06 2024 |
R-4.5-linux-x86_64 | NOTE | Dec 06 2024 |
Exports:augmentbaseHazbootSEdynLongdynSurvglancemjointplotConvergencesampleDatasimDatatidy
Dependencies:bootclicobscodetoolscolorspacedoParallelfansifarverforeachgenericsggplot2gluegtableisobanditeratorslabelinglatticelifecyclelme4magrittrMASSMatrixMatrixModelsmgcvminqamunsellmvtnormnlmenloptrpillarpkgconfigquantregR6randtoolboxRColorBrewerRcppRcppArmadilloRcppEigenrlangrngWELLscalesSparseMsurvivaltibbleutf8vctrsviridisLitewithr
joineRML
Rendered fromjoineRML.Rmd
usingknitr::rmarkdown
on Dec 06 2024.Last update: 2023-01-20
Started: 2016-12-27
joineRML and the broom package
Rendered fromjoineRML-tidy.Rmd
usingknitr::rmarkdown
on Dec 06 2024.Last update: 2020-04-09
Started: 2020-04-09
Technical details of joineRML
Rendered fromtechnical.Rnw
usingutils::Sweave
on Dec 06 2024.Last update: 2017-07-23
Started: 2017-05-01