Similar Search Results

Model-based boosting in R: a hands-on tutorial using the R package <Emphasis Type="Bold">mboost

Hofner, Benjamin; Mayr, Andreas; Robinzonov, Nikolay; … - In: Computational Statistics 29 (2014) 1, pp. 3-35

We provide a detailed hands-on tutorial for the R add-on package <Emphasis Type="Bold">mboost. The package implements boosting for optimizing general risk functions utilizing component-wise (penalized) least squares estimates as base-learners for fitting various kinds of generalized linear and generalized additive...</emphasis>

Persistent link: https://www.econbiz.de/10010998435

Generalized additive models for location, scale and shape for high dimensional data—a flexible approach based on boosting

Mayr, Andreas; Fenske, Nora; Hofner, Benjamin; Kneib, Thomas - In: Journal of the Royal Statistical Society / C 61 (2012) 3, pp. 403-428

Persistent link: https://www.econbiz.de/10009962255

Generalized additive models for location, scale and shape for high dimensional data—a flexible approach based on boosting

Mayr, Andreas; Fenske, Nora; Hofner, Benjamin; Kneib, Thomas - In: Journal of the Royal Statistical Society Series C 61 (2012) 3, pp. 403-427

Persistent link: https://www.econbiz.de/10011033966