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 1,004 times in the last 30 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 28 times.

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Tue
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Sat
0 downloadsFeb 9, 2025
0 downloadsFeb 10, 2025
0 downloadsFeb 11, 2025
0 downloadsFeb 12, 2025
69 downloadsFeb 13, 2025
23 downloadsFeb 14, 2025
25 downloadsFeb 15, 2025
13 downloadsFeb 16, 2025
49 downloadsFeb 17, 2025
43 downloadsFeb 18, 2025
46 downloadsFeb 19, 2025
72 downloadsFeb 20, 2025
28 downloadsFeb 21, 2025
33 downloadsFeb 22, 2025
35 downloadsFeb 23, 2025
20 downloadsFeb 24, 2025
31 downloadsFeb 25, 2025
59 downloadsFeb 26, 2025
32 downloadsFeb 27, 2025
15 downloadsFeb 28, 2025
73 downloadsMar 1, 2025
14 downloadsMar 2, 2025
16 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
0 downloadsMar 15, 2025
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73

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 12,102 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