gammi

Generalized Additive Mixed Model Interface

CRAN Package

An interface for fitting generalized additive models (GAMs) and generalized additive mixed models (GAMMs) using the 'lme4' package as the computational engine, as described in Helwig (2024) doi:10.3390/stats7010003. Supports default and formula methods for model specification, additive and tensor product splines for capturing nonlinear effects, and automatic determination of spline type based on the class of each predictor. Includes an S3 plot method for visualizing the (nonlinear) model terms, an S3 predict method for forming predictions from a fit model, and an S3 summary method for conducting significance testing using the Bayesian interpretation of a smoothing spline.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 173 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 16 times.

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

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 1,124 times in the last 365 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The day with the most downloads was Feb 02, 2025 with 29 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

  • Imports2 packages