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mboost

swMATH ID: 7331
Software Authors: Torsten Hothorn; Peter Bühlmann; Thomas Kneib; Matthias Schmid; Benjamin Hofner; Fabian Sobotka; Fabian Scheipl
Description: R package mboost: Model-Based Boosting. Functional gradient descent algorithm (boosting) for optimizing general risk functions utilizing component-wise (penalised) least squares estimates or regression trees as base-learners for fitting generalized linear, additive and interaction models to potentially high-dimensional data.
Homepage: http://cran.r-project.org/web/packages/mboost/index.html
Dependencies: R
Related Software: R; mgcv; gamair; GAMLSS; gbm; gamboostLSS; quantreg; glmnet; UCI-ml; ElemStatLearn; SemiPar; BayesX; rpart; AdaBoost.MH; randomForest; fda (R); ada; survival; ggplot2; MASS (R)
Referenced in: 57 Publications
all top 5

Referenced by 112 Authors

10 Hothorn, Torsten
10 Kneib, Thomas
9 Hofner, Benjamin
8 Schmid, Matthias
7 Tutz, Gerhard E.
5 Scheipl, Fabian
4 Mayr, Andreas
3 Bischl, Bernd
3 Bühlmann, Peter
3 Greven, Sonja
2 Boulesteix, Anne-Laure Isabeau
2 Brockhaus, Sarah
2 De Bin, Riccardo
2 Fahrmeir, Ludwig
2 Groll, Andreas
2 Lang, Michel
2 Petry, Sebastian
2 Rahnenführer, Jörg
2 Robinzonov, Nikolay
2 Schauberger, Gunther
2 Waldmann, Elisabeth
1 Adler, Werner
1 Amos, Christopher I.
1 Attanasio, Massimo
1 Bar-Hen, Avner
1 Ben Taieb, Souhaib
1 Bender, Andreas O.
1 Berestizhevsky, Samuel
1 Berk, Richard A.
1 Bernau, Christoph
1 Bickeböller, Heike
1 Binder, Harald
1 Blackstone, Eugene H.
1 Bommert, Andrea
1 Brenning, Alexander
1 Bueno Filho, Júlio Sílvio de Sousa
1 Burger, Patricia
1 Chang-Claude, Jenny
1 Cirillo, Marcelo Angelo
1 Crăiniceanu, Ciprian-Mugur
1 Czado, Claudia
1 Dao, Mai
1 de Menezes, Fortunato Silva
1 Drton, Mathias
1 Dubossarsky, E.
1 Ehrlinger, John
1 Eilers, Paul H. C.
1 Ellenbach, Nicole
1 Engebretsen, Solveig
1 English, D. R.
1 Fenske, Nora
1 Foygel Barber, Rina
1 Friedman, Jerome Harold
1 Friedrichs, Stefanie
1 Gefeller, Olaf
1 Gertheiss, Jan
1 Gey, Servane
1 Ghosh, Souparno
1 Glad, Ingrid K.
1 Heinze, Georg
1 Hepp, Tobias
1 Hornung, Roman
1 Hyndman, Rob J.
1 Ishwaran, Hemant
1 Johnson, Brent A.
1 Kestler, Hans A.
1 Koch, Dominik
1 Kogalur, Udaya B.
1 Kolosova, Tanya
1 Kotthaus, Helena
1 Kraus, Daniel
1 Kriegler, Brian
1 Lausen, Berthold
1 Leha, Andreas
1 Leisch, Friedrich
1 Li, Liang
1 Liska, Gilberto Rodrigues
1 Long, Qi
1 Manitz, Juliane
1 Marwedel, Peter
1 McNair, P. D.
1 Melcher, Michael
1 Meyer, Sebastian
1 Michiels, Stefan
1 Muggeo, Vito M. R.
1 Ng, Serena
1 Ormerod, John T.
1 Pande, Amol
1 Poggi, Jean-Michel
1 Potapov, Sergej
1 Rajeswaran, Jeevanantham
1 Reulen, Holger
1 Risch, Angela
1 Rotolo, Federico
1 Sciandra, Mariangela
1 Seibold, Heidi
1 Sweeney, Elizabeth M.
1 Te Marvelde, L.
1 Ternès, Nils
1 Thomas, Janek
...and 12 more Authors

Referencing Publications by Year