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

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

(2012) Andreas Mayr et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS

The Importance of Knowing When to Stop

(2012) A. Mayr et al.   METHODS OF INFORMATION IN MEDICINE

Monotonicity-constrained species distribution models

(2011) Benjamin Hofner et al.   ECOLOGY

A Framework for Unbiased Model Selection Based on Boosting

(2011) Benjamin Hofner et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Identifying Risk Factors for Severe Childhood Malnutrition by Boosting Additive Quantile Regression

(2011) Nora Fenske et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Geoadditive expectile regression

(2010) Fabian Sobotka et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Geoadditive regression modeling of stream biological condition

(2010) Matthias Schmid et al.   ENVIRONMENTAL AND ECOLOGICAL STATISTICS

Estimation and regularization techniques for regression models with multidimensional prediction functions

(2009) Matthias Schmid et al.   STATISTICS AND COMPUTING

Flexible boosting of accelerated failure time models

(2008) Matthias Schmid et al.   BMC BIOINFORMATICS

Boosting additive models using component-wise P-Splines

(2008) Matthias Schmid et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS