projpred

Projection Predictive Feature Selection

CRAN Package

Performs projection predictive feature selection for generalized linear models (Piironen, Paasiniemi, and Vehtari, 2020, doi:10.1214/20-EJS1711) with or without multilevel or additive terms (Catalina, Bürkner, and Vehtari, 2022, https://proceedings.mlr.press/v151/catalina22a.html), for some ordinal and nominal regression models (Weber, Glass, and Vehtari, 2023, doi:10.48550/arXiv.2301.01660), and for many other regression models (using the latent projection by Catalina, Bürkner, and Vehtari, 2021, doi:10.48550/arXiv.2109.04702, which can also be applied to most of the former models). The package is compatible with the 'rstanarm' and 'brms' packages, but other reference models can also be used. See the vignettes and the documentation for more information and examples.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 1,806 times in the last 30 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 61 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
52 downloadsMar 3, 2025
68 downloadsMar 4, 2025
108 downloadsMar 5, 2025
70 downloadsMar 6, 2025
62 downloadsMar 7, 2025
33 downloadsMar 8, 2025
26 downloadsMar 9, 2025
80 downloadsMar 10, 2025
86 downloadsMar 11, 2025
72 downloadsMar 12, 2025
74 downloadsMar 13, 2025
53 downloadsMar 14, 2025
73 downloadsMar 15, 2025
29 downloadsMar 16, 2025
35 downloadsMar 17, 2025
96 downloadsMar 18, 2025
84 downloadsMar 19, 2025
49 downloadsMar 20, 2025
76 downloadsMar 21, 2025
54 downloadsMar 22, 2025
43 downloadsMar 23, 2025
59 downloadsMar 24, 2025
55 downloadsMar 25, 2025
50 downloadsMar 26, 2025
48 downloadsMar 27, 2025
113 downloadsMar 28, 2025
18 downloadsMar 29, 2025
26 downloadsMar 30, 2025
53 downloadsMar 31, 2025
61 downloadsApr 1, 2025
0 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
18
113

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 22,342 times in the last 365 days. The downloads are officially high enough to crash an underfunded departmental server. Quite an accomplishment! The day with the most downloads was Apr 25, 2024 with 169 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

  • Imports15 packages
  • Suggests22 packages
  • Linking To2 packages
  • Reverse Suggests1 package