gamboostLSS
swMATH ID: | 16111 |
Software Authors: | Hofner, Benjamin; Mayr, Andreas; Fenske, Nora; Schmid, Matthias |
Description: | R package gamboostLSS: Boosting Methods for ’GAMLSS’. Boosting models for fitting generalized additive models for location, shape and scale (’GAMLSS’) to potentially high dimensional data. |
Homepage: | https://cran.r-project.org/web/packages/gamboostLSS/index.html |
Source Code: | https://github.com/cran/gamboostLSS |
Dependencies: | R |
Related Software: | GAMLSS; mboost; R; gamair; ElemStatLearn; BayesX; glmnet; FDboost; mgcv; gamlss.dist; pffr; fda (R); xgboost; VGAM; GBMCI; XGBoost; rjags; bamlss; refund; quantreg |
Cited in: | 20 Documents |
Standard Articles
1 Publication describing the Software | Year |
---|---|
gamboostLSS: An R Package for Model Building and Variable Selection in the GAMLSS Framework arXiv Benjamin Hofner, Andreas Mayr, Matthias Schmid |
2014
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top 5
Cited by 47 Authors
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top 5
Cited in 13 Serials
Cited in 4 Fields
20 | Statistics (62-XX) |
2 | Computer science (68-XX) |
1 | Numerical analysis (65-XX) |
1 | Biology and other natural sciences (92-XX) |