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) <arXiv:2301.06584>. 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.
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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 | NOTE |
| 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 (14 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>.
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>.
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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
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Check History
NOTE 10 OK · 4 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 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