JMH
Joint Model of Heterogeneous Repeated Measures and Survival Data
Description
Maximum likelihood estimation for the semi-parametric joint modeling of competing risks and longitudinal data in the presence of heterogeneous within-subject variability, proposed by Li and colleagues (2023) <doi:10.48550/arXiv.2506.12741>. The proposed method models the within-subject variability of the biomarker and associates it with the risk of the competing risks event. The time-to-event data is modeled using a (cause-specific) Cox proportional hazards regression model with time-fixed covariates. The longitudinal outcome is modeled using a mixed-effects location and scale model. The association is captured by shared random effects. The model is estimated using an Expectation Maximization algorithm. This is the final release of the 'JMH' package. Active development has been moved to the 'FastJM' package, which provides improved functionality and ongoing support. Users are strongly encouraged to transition to 'FastJM'.
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CRAN Check Status
Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | OK |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | NOTE |
| r-oldrel-macos-x86_64 | NOTE |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (3 non-OK)
CRAN incoming feasibility
Maintainer: ‘Shanpeng Li <lishanpeng0913@ucla.edu>’ The Description field contains <arXiv:2301.06584>. The proposed method models the within-subject Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
installed package size
installed size is 40.0Mb
sub-directories of 1Mb or more:
libs 39.5Mb
installed package size
installed size is 41.5Mb
sub-directories of 1Mb or more:
libs 41.0Mb
Check History
NOTE 10 OK · 4 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
CRAN incoming feasibility
Maintainer: ‘Shanpeng Li <lishanpeng0913@ucla.edu>’ The Description field contains <arXiv:2301.06584>. The proposed method models the within-subject Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
CRAN incoming feasibility
Maintainer: ‘Shanpeng Li <lishanpeng0913@ucla.edu>’ The Description field contains <arXiv:2301.06584>. The proposed method models the within-subject Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
installed package size
installed size is 40.0Mb
sub-directories of 1Mb or more:
libs 39.5Mb
installed package size
installed size is 41.5Mb
sub-directories of 1Mb or more:
libs 41.0Mb