JointAI

Joint Analysis and Imputation of Incomplete Data

CRAN Package

Joint analysis and imputation of incomplete data in the Bayesian framework, using (generalized) linear (mixed) models and extensions there of, survival models, or joint models for longitudinal and survival data, as described in Erler, Rizopoulos and Lesaffre (2021) doi:10.18637/jss.v100.i20. Incomplete covariates, if present, are automatically imputed. The package performs some preprocessing of the data and creates a 'JAGS' model, which will then automatically be passed to 'JAGS' https://mcmc-jags.sourceforge.io/ with the help of the package 'rjags'.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 559 times in the last 30 days. More downloads than an obscure whitepaper, but not enough to bring down any servers. A solid effort! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 34 times.

Sun
Mon
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0 downloadsMar 2, 2025
17 downloadsMar 3, 2025
17 downloadsMar 4, 2025
65 downloadsMar 5, 2025
10 downloadsMar 6, 2025
20 downloadsMar 7, 2025
9 downloadsMar 8, 2025
16 downloadsMar 9, 2025
17 downloadsMar 10, 2025
24 downloadsMar 11, 2025
25 downloadsMar 12, 2025
22 downloadsMar 13, 2025
13 downloadsMar 14, 2025
39 downloadsMar 15, 2025
14 downloadsMar 16, 2025
5 downloadsMar 17, 2025
21 downloadsMar 18, 2025
14 downloadsMar 19, 2025
20 downloadsMar 20, 2025
10 downloadsMar 21, 2025
12 downloadsMar 22, 2025
11 downloadsMar 23, 2025
27 downloadsMar 24, 2025
10 downloadsMar 25, 2025
6 downloadsMar 26, 2025
11 downloadsMar 27, 2025
44 downloadsMar 28, 2025
5 downloadsMar 29, 2025
7 downloadsMar 30, 2025
14 downloadsMar 31, 2025
34 downloadsApr 1, 2025
0 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
5
65

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 7,502 times in the last 365 days. Impressive! The kind of number that makes colleagues ask, 'How did you do it?' The day with the most downloads was Apr 03, 2024 with 96 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

  • Imports8 packages
  • Suggests8 packages
  • Reverse Imports1 package
  • Reverse Enhances1 package