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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
all top 5

Cited by 47 Authors

4 Hofner, Benjamin
4 Mayr, Andreas
3 Greven, Sonja
3 Groll, Andreas
3 Hothorn, Torsten
3 Kneib, Thomas
2 Bergherr, Elisabeth
2 Bischl, Bernd
2 Hepp, Tobias
2 Schmid, Matthias
2 Waldmann, Elisabeth
2 Zhang, Boyao
1 Berger, Moritz
1 Brockhaus, Sarah
1 Bühlmann, Peter
1 Coburn, Mark
1 De Bin, Riccardo
1 Deutscher, Christian
1 Faschingbauer, Florian
1 Gefeller, Olaf
1 Griesbach, Colin
1 Hambuckers, Julien
1 Hans, Nicolai
1 Klein, Nadja
1 Kowark, Ana
1 Langrock, Roland
1 Meyer, Sebastian
1 Möst, Lisa
1 Opitz, Madeleine
1 Ötting, Marius
1
1 Rossaint, Rolf
1 Rügamer, David
1 Schaffer, Sophia Anna
1 Schalk, Daniel
1 Schauberger, Gunther
1 Scheipl, Fabian
1 Schlosser, Lisa
1 Smith, Adam A.
1 Stauffer, Reto
1 Stikbakke, Vegard Grødem
1 Stöcker, Almond
1 Thomas, Janek
1 Umlauf, Nikolaus
1 van der Wurp, Hendrik
1 von Bronk, Benedikt
1 Zeileis, Achim
all top 5

Cited in 13 Serials

7 Statistical Modelling
2 Statistics and Computing
1 Scandinavian Journal of Statistics
1 Biometrics
1 Journal of the American Statistical Association
1 Computational Statistics
1 Computational Statistics and Data Analysis
1 Lifetime Data Analysis
1 The International Journal of Biostatistics
1 Computational & Mathematical Methods in Medicine
1 AStA. Advances in Statistical Analysis
1 The Annals of Applied Statistics
1 Journal of Computational and Graphical Statistics

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)

Citations by Year