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r/r-bamlss

r-bamlss

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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>.

Installation

To install this package, run one of the following:

Conda
$conda install r::r-bamlss

Usage Tracking

1.2_2
1 / 8 versions selected
Downloads (Last 6 months): 0

About

Summary

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>.

Last Updated

Jan 16, 2024 at 21:16

License

GPL-2 | GPL-3

Total Downloads

45

Version Downloads

45

Supported Platforms

linux-64

Home

http://www.bamlss.org/