mgcv

Mixed GAM Computation Vehicle with Automatic Smoothness Estimation

CRAN Package

Generalized additive (mixed) models, some of their extensions and other generalized ridge regression with multiple smoothing parameter estimation by (Restricted) Marginal Likelihood, Generalized Cross Validation and similar, or using iterated nested Laplace approximation for fully Bayesian inference. See Wood (2017) doi:10.1201/9781315370279 for an overview. Includes a gam() function, a wide variety of smoothers, 'JAGS' support and distributions beyond the exponential family.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 157,045 times in the last 30 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 following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 11,767 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
0 downloadsMar 4, 2025
0 downloadsMar 5, 2025
2,373 downloadsMar 6, 2025
2,162 downloadsMar 7, 2025
962 downloadsMar 8, 2025
1,013 downloadsMar 9, 2025
2,162 downloadsMar 10, 2025
2,749 downloadsMar 11, 2025
2,542 downloadsMar 12, 2025
2,993 downloadsMar 13, 2025
2,006 downloadsMar 14, 2025
1,455 downloadsMar 15, 2025
1,045 downloadsMar 16, 2025
2,014 downloadsMar 17, 2025
1,950 downloadsMar 18, 2025
2,276 downloadsMar 19, 2025
1,924 downloadsMar 20, 2025
1,934 downloadsMar 21, 2025
842 downloadsMar 22, 2025
1,031 downloadsMar 23, 2025
2,367 downloadsMar 24, 2025
2,554 downloadsMar 25, 2025
2,344 downloadsMar 26, 2025
2,176 downloadsMar 27, 2025
2,369 downloadsMar 28, 2025
886 downloadsMar 29, 2025
924 downloadsMar 30, 2025
1,863 downloadsMar 31, 2025
4,226 downloadsApr 1, 2025
37,363 downloadsApr 2, 2025
54,773 downloadsApr 3, 2025
11,767 downloadsApr 4, 2025
0 downloadsApr 5, 2025
842
54,773

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 829,551 times in the last 365 days. This is starting to look legendary. Enough downloads to inspire a dedicated panel discussion! The day with the most downloads was Apr 03, 2025 with 54,773 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

  • Depends1 package
  • Imports1 package
  • Suggests2 packages
  • Reverse Depends46 packages
  • Reverse Imports251 packages
  • Reverse Suggests121 packages
  • Reverse Enhances3 packages