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Estimation of mixed models including a subject-specific variance that can be time- and covariate-dependent or defined for within- and between-visit variability. In the joint modeling framework, the package handles left truncation, interval censoring, and multistate models, and allows a flexible dependence structure between competing events and the longitudinal marker. Estimation is performed in a frequentist framework using the Marquardt-Levenberg algorithm. Methods are described in Courcoul et al. (2025) <doi:10.1002/sim.70244> and in Courcoul et al. (2026) <doi:10.1002/bimj.70123>.
| Version: | 0.1.0 |
| Depends: | R (≥ 3.5.0) |
| Imports: | Rcpp, marqLevAlg, survival, flexsurv, ggplot2, splines, spacefillr, survminer, foreach, doParallel, SmoothHazard, parallel, mvtnorm, dplyr |
| LinkingTo: | Rcpp, RcppArmadillo |
| Published: | 2026-08-04 |
| DOI: | 10.32614/CRAN.package.LSJM (may not be active yet) |
| Author: | Léonie Courcoul [aut, cre], Antoine Barbieri [aut], Hélène Jacqmin-Gadda [aut] |
| Maintainer: | Léonie Courcoul <courcoul.leonie498 at gmail.com> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | yes |
| Materials: | README, NEWS |
| CRAN checks: | LSJM results |
| Reference manual: | LSJM.html , LSJM.pdf |
| Package source: | LSJM_0.1.0.tar.gz |
| Windows binaries: | r-devel: not available, r-release: LSJM_0.1.0.zip, r-oldrel: LSJM_0.1.0.zip |
| macOS binaries: | r-release (arm64): LSJM_0.1.0.tgz, r-oldrel (arm64): LSJM_0.1.0.tgz, r-release (x86_64): LSJM_0.1.0.tgz, r-oldrel (x86_64): LSJM_0.1.0.tgz |
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These binaries (installable software) and packages are in development.
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