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gamlss2 - GAMLSS Infrastructure for Flexible Distributional Regression

Next generation infrastructure for generalized additive models for location, scale, and shape (GAMLSS) and distributional regression more generally. The package provides a fresh reimplementation of the classic 'gamlss' package while being more modular and facilitating the creation of advanced terms and models.

Last updated

quartoopenblas

8.09 score 18 stars 3 dependents 46 scripts

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

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

openblas

5.76 score 2 stars 4 dependents 235 scripts 2.1k downloads

R2BayesX - Estimate Structured Additive Regression Models with 'BayesX'

An R interface to estimate structured additive regression (STAR) models with 'BayesX'.

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3.86 score 1 stars 1 dependents 130 scripts 1.9k downloads

BayesX - R Utilities Accompanying the Software Package BayesX

Functions for exploring and visualising estimation results obtained with BayesX, a free software for estimating structured additive regression models (<https://www.uni-goettingen.de/de/bayesx/550513.html>). In addition, functions that allow to read, write and manipulate map objects that are required in spatial analyses performed with BayesX.

Last updated

3.57 score 1 dependents 59 scripts 2.1k downloads

transitreg - Flexible Transition Models for Probabilistic Learning

Provides infrastructure for estimating flexible transition models, supporting both count and continuous responses. For continuous responses, a slicing trick is applied to estimate fully probabilistic models.

Last updated

quartoopenmp

2.78 score

BayesXsrc - Distribution of the 'BayesX' C++ Sources

'BayesX' performs Bayesian inference in structured additive regression (STAR) models. The R package BayesXsrc provides the 'BayesX' command line tool for easy installation. A convenient R interface is provided in package R2BayesX.

Last updated

2.69 score 2 dependents 1 scripts 2.0k downloads

WeatherGermany - Weather Data for Germany from the Deutscher Wetterdienst (DWD)

Weather data for all stations in Germany as provided by the Deutscher Wetterdienst (DWD). The data is pre-processed and only the observations with the highest quality flags are provided. In addition, elevation data of Germany is provided as stars object.

Last updated

1.70 score 1 stars