performance

Assessment of Regression Models Performance

CRAN Package

Utilities for computing measures to assess model quality, which are not directly provided by R's 'base' or 'stats' packages. These include e.g. measures like r-squared, intraclass correlation coefficient (Nakagawa, Johnson & Schielzeth (2017) doi:10.1098/rsif.2017.0213), root mean squared error or functions to check models for overdispersion, singularity or zero-inflation and more. Functions apply to a large variety of regression models, including generalized linear models, mixed effects models and Bayesian models. References: Lüdecke et al. (2021) doi:10.21105/joss.03139.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 89,078 times in the last 30 days. An impressive feat! Enough downloads to make even seasoned academics take note. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 3,792 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
3,055 downloadsMar 3, 2025
3,968 downloadsMar 4, 2025
3,583 downloadsMar 5, 2025
3,508 downloadsMar 6, 2025
2,768 downloadsMar 7, 2025
1,271 downloadsMar 8, 2025
1,479 downloadsMar 9, 2025
3,492 downloadsMar 10, 2025
3,908 downloadsMar 11, 2025
3,607 downloadsMar 12, 2025
3,660 downloadsMar 13, 2025
3,217 downloadsMar 14, 2025
1,439 downloadsMar 15, 2025
1,575 downloadsMar 16, 2025
3,497 downloadsMar 17, 2025
3,848 downloadsMar 18, 2025
3,847 downloadsMar 19, 2025
3,487 downloadsMar 20, 2025
2,783 downloadsMar 21, 2025
1,591 downloadsMar 22, 2025
1,714 downloadsMar 23, 2025
3,513 downloadsMar 24, 2025
3,934 downloadsMar 25, 2025
3,910 downloadsMar 26, 2025
3,567 downloadsMar 27, 2025
3,143 downloadsMar 28, 2025
1,322 downloadsMar 29, 2025
1,467 downloadsMar 30, 2025
3,133 downloadsMar 31, 2025
3,792 downloadsApr 1, 2025
0 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
1,271
3,968

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 882,327 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 Oct 22, 2024 with 4,468 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
  • Suggests67 packages
  • Reverse Imports20 packages
  • Reverse Suggests12 packages