bamlss

Bayesian Additive Models for Location, Scale, and Shape (and Beyond)

CRAN Package

Infrastructure for estimating probabilistic distributional regression models in a Bayesian framework. The distribution parameters may capture location, scale, shape, etc. and every parameter may depend on complex additive terms (fixed, random, smooth, spatial, etc.) similar to a generalized additive model. The conceptual and computational framework is introduced in Umlauf, Klein, Zeileis (2019) doi:10.1080/10618600.2017.1407325 and the R package in Umlauf, Klein, Simon, Zeileis (2021) doi:10.18637/jss.v100.i04.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 1,112 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 33 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
19 downloadsMar 4, 2025
67 downloadsMar 5, 2025
28 downloadsMar 6, 2025
19 downloadsMar 7, 2025
12 downloadsMar 8, 2025
20 downloadsMar 9, 2025
17 downloadsMar 10, 2025
25 downloadsMar 11, 2025
53 downloadsMar 12, 2025
20 downloadsMar 13, 2025
28 downloadsMar 14, 2025
78 downloadsMar 15, 2025
51 downloadsMar 16, 2025
63 downloadsMar 17, 2025
57 downloadsMar 18, 2025
47 downloadsMar 19, 2025
35 downloadsMar 20, 2025
39 downloadsMar 21, 2025
29 downloadsMar 22, 2025
29 downloadsMar 23, 2025
64 downloadsMar 24, 2025
36 downloadsMar 25, 2025
20 downloadsMar 26, 2025
30 downloadsMar 27, 2025
88 downloadsMar 28, 2025
24 downloadsMar 29, 2025
25 downloadsMar 30, 2025
18 downloadsMar 31, 2025
38 downloadsApr 1, 2025
33 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
12
88

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 12,230 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 Sep 26, 2024 with 121 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

  • Depends4 packages
  • Imports6 packages
  • Suggests25 packages
  • Reverse Depends2 packages
  • Reverse Imports2 packages