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JMH

Joint Model of Heterogeneous Repeated Measures and Survival Data

v1.0.4 · Apr 2, 2026 · GPL (>= 3)

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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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
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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>.
NOTE r-oldrel-macos-arm64

installed package size

installed size is 40.0Mb
  sub-directories of 1Mb or more:
    libs  39.5Mb
NOTE r-oldrel-macos-x86_64

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
NOTE r-devel-linux-x86_64-debian-clang

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>.
NOTE r-devel-linux-x86_64-debian-gcc

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>.
NOTE r-oldrel-macos-arm64

installed package size

installed size is 40.0Mb
  sub-directories of 1Mb or more:
    libs  39.5Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 41.5Mb
  sub-directories of 1Mb or more:
    libs  41.0Mb

Dependency Network

Dependencies Reverse dependencies survival nlme MASS statmod magrittr Rcpp dplyr caret pec JMH

Version History

updated 1.0.4 ← 1.0.3 diff Apr 2, 2026
new 1.0.3 Mar 10, 2026
updated 1.0.3 ← 1.0.2 diff Feb 19, 2024
new 1.0.2 Jun 14, 2023