glmmTMB

Generalized Linear Mixed Models using Template Model Builder

CRAN Package

Fit linear and generalized linear mixed models with various extensions, including zero-inflation. The models are fitted using maximum likelihood estimation via 'TMB' (Template Model Builder). Random effects are assumed to be Gaussian on the scale of the linear predictor and are integrated out using the Laplace approximation. Gradients are calculated using automatic differentiation.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 26,499 times in the last 30 days. The downloads are officially high enough to crash an underfunded departmental server. Quite an accomplishment! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 926 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
1,228 downloadsMar 4, 2025
1,271 downloadsMar 5, 2025
1,069 downloadsMar 6, 2025
842 downloadsMar 7, 2025
476 downloadsMar 8, 2025
498 downloadsMar 9, 2025
1,139 downloadsMar 10, 2025
1,182 downloadsMar 11, 2025
1,199 downloadsMar 12, 2025
966 downloadsMar 13, 2025
881 downloadsMar 14, 2025
548 downloadsMar 15, 2025
542 downloadsMar 16, 2025
1,003 downloadsMar 17, 2025
1,062 downloadsMar 18, 2025
1,053 downloadsMar 19, 2025
1,075 downloadsMar 20, 2025
937 downloadsMar 21, 2025
513 downloadsMar 22, 2025
513 downloadsMar 23, 2025
1,046 downloadsMar 24, 2025
943 downloadsMar 25, 2025
1,037 downloadsMar 26, 2025
974 downloadsMar 27, 2025
869 downloadsMar 28, 2025
460 downloadsMar 29, 2025
372 downloadsMar 30, 2025
891 downloadsMar 31, 2025
984 downloadsApr 1, 2025
926 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
372
1,271

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 256,246 times in the last 365 days. This is the kind of download count that makes grant committees nod approvingly. A job well done, even the stoic reviewers might be impressed! The day with the most downloads was Sep 27, 2024 with 1,590 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

  • Imports7 packages
  • Suggests33 packages
  • Linking To2 packages
  • Reverse Depends2 packages
  • Reverse Imports11 packages
  • Reverse Suggests29 packages
  • Reverse Enhances2 packages