Package: FlexVarJM 0.1.0

Léonie Courcoul

FlexVarJM: Estimate Joint Models with Subject-Specific Variance

Estimation of mixed models including a subject-specific variance which can be time and covariate dependent. In the joint model framework, the package handles left truncation and allows a flexible dependence structure between the competing events and the longitudinal marker. The estimation is performed under the frequentist framework, using the Marquardt-Levenberg algorithm. (Courcoul, Tzourio, Woodward, Barbieri, Jacqmin-Gadda (2023) <arxiv:2306.16785>).

Authors:Léonie Courcoul [aut, cre], Antoine Barbieri [aut], Hélène Jacqmin-Gadda [aut]

FlexVarJM_0.1.0.tar.gz
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FlexVarJM.pdf |FlexVarJM.html
FlexVarJM/json (API)
NEWS

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

Peer review:

Bug tracker:https://github.com/leoniecourcoul/flexvarjm/issues

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
Datasets:

On CRAN:

4.74 score 1 scripts 149 downloads 4 exports 100 dependencies

Last updated 2 months agofrom:599c1addcd. Checks:OK: 1 NOTE: 8. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 16 2024
R-4.5-win-x86_64NOTENov 16 2024
R-4.5-linux-x86_64NOTENov 16 2024
R-4.4-win-x86_64NOTENov 16 2024
R-4.4-mac-x86_64NOTENov 16 2024
R-4.4-mac-aarch64NOTENov 16 2024
R-4.3-win-x86_64NOTENov 16 2024
R-4.3-mac-x86_64NOTENov 16 2024
R-4.3-mac-aarch64NOTENov 16 2024

Exports:goodness_of_fitlsjmlsmmpredyn

Dependencies:abindbackportsbootbroomcarcarDataclicodetoolscolorspacecommonmarkcorrplotcowplotcpp11curldata.tableDerivdoBydoParalleldplyrevaluateexactRankTestsfansifarverforeachFormulagenericsggplot2ggpubrggrepelggsciggsignifggtextgluegridExtragridtextgtablehighrisobanditeratorsjpegkm.ciKMsurvknitrlabelinglatticelcmmlifecyclelme4magrittrmarkdownmarqLevAlgMASSMatrixMatrixModelsmaxstatmgcvmicrobenchmarkminqamodelrmunsellmvtnormnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigpngpolynompurrrquantregR6randtoolboxRColorBrewerRcppRcppArmadilloRcppEigenrlangrngWELLrstatixscalesSparseMstringistringrsurvivalsurvminersurvMisctibbletidyrtidyselectutf8vctrsviridisLitewithrxfunxml2xtableyamlzoo

FlexVarJM

Rendered fromFlexVarJM.Rmdusingknitr::rmarkdownon Nov 16 2024.

Last update: 2023-06-07
Started: 2023-06-07