The Evolution of Boosting Algorithms

Extending Statistical Boosting

(2014) H. Binder et al.   METHODS OF INFORMATION IN MEDICINE

Boosting the Concordance Index for Survival Data – A Unified Framework To Derive and Evaluate Biomarker Combinations

(2014) Andreas Mayr et al.   PLoS One

A Fast Estimate for the Population Recombination Rate Based on Regression

(2013) K. Lin et al.   GENETICS

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

(2012) Benjamin Hofner et al.   COMPUTATIONAL STATISTICS

Regularization for Generalized Additive Mixed Models by Likelihood-based Boosting

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

The Importance of Knowing When to Stop

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

Tailoring sparse multivariable regression techniques for prognostic single-nucleotide polymorphism signatures

(2012) H. Binder et al.   STATISTICS IN MEDICINE

Gene Expression Profiling Predicts the Development of Oral Cancer

(2011) P. Saintigny et al.   Cancer Prevention Research

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

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

Boosting additive models using component-wise P-Splines

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