Gerhard Tutz

An introduction to recursive partitioning: Rationale, application, and characteristics of classification and regression trees, bagging, and random forests.

Carolin Strobl, James D. Malley, Gerhard Tutz · Psychological Methods · 2009 · 2.6K citations · Full text

Computing, Bioinformatics, Biostatistics +17

Variable Selection and Model Choice in Geoadditive Regression Models

Thomas Kneib, Torsten Hothorn, Gerhard Tutz · Biometrics · 2008 · 147 citations · Full text

Business, Biostatistics, Ecology +17

A CART-based approach to discover emerging patterns in microarray data

Anne‐Laure Boulesteix, Gerhard Tutz, Korbinian Strimmer · Bioinformatics · 2003 · 86 citations · Full text

Life Sciences, Bioinformatics, Biostatistics +16

Boosting techniques for nonlinear time series models

Nikolay Robinzonov, Gerhard Tutz, Torsten Hothorn · AStA Advances in Statistical Analysis · 2011 · 45 citations · Full text

Computing, Mathematics, Machine Learning +11

Feature Extraction in Signal Regression: A Boosting Technique for Functional Data Regression

Gerhard Tutz, Jan Gertheiss · Journal of Computational and Graphical Statistics · 2009 · 33 citations · Full text

Computing, Data Science, Machine Learning +13