FastJM

Semi-Parametric Joint Modeling of Longitudinal and Survival Data

CRAN Package

Maximum likelihood estimation for the semi-parametric joint modeling of competing risks and longitudinal data applying customized linear scan algorithms, proposed by Li and colleagues (2022) <doi:10.1155/2022/1362913>. The time-to-event data is modelled using a (cause-specific) Cox proportional hazards regression model with time-fixed covariates. The longitudinal outcome is modelled using a linear mixed effects model. The association is captured by shared random effects. The model is estimated using an Expectation Maximization algorithm.

  • Version1.4.2
  • R versionunknown
  • LicenseGPL (≥ 3)
  • Needs compilation?Yes
  • Languageen-US
  • Last release03/01/2024

Documentation


Team


Insights

Last 30 days

This package has been downloaded 253 times in the last 30 days. Now we're getting somewhere! Enough downloads to populate a lively group chat. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 9 times.

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0 downloadsMar 2, 2025
5 downloadsMar 3, 2025
12 downloadsMar 4, 2025
27 downloadsMar 5, 2025
4 downloadsMar 6, 2025
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9 downloadsMar 22, 2025
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1 downloadsMar 31, 2025
9 downloadsApr 1, 2025
0 downloadsApr 2, 2025
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0 downloadsApr 5, 2025
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The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 3,584 times in the last 365 days. That's enough downloads to impress a room full of undergrads. A commendable achievement indeed. The day with the most downloads was Sep 11, 2024 with 51 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Depends2 packages
  • Imports6 packages
  • Suggests2 packages
  • Linking To2 packages
  • Reverse Imports1 package