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    Model-based boosting in R: a hands-on tutorial using the R package mboost

    We provide a detailed hands-on tutorial for the R add-on package mboost. The package implements boosting for optimizing general risk functions utilizing component-wise (penalized) least squares estimates as base-...

    Benjamin Hofner, Andreas Mayr, Nikolay Robinzonov… in Computational Statistics (2014)