Variable Selection in Classification Trees Based on Imprecise Probabilities. - Carolin Strobl (ISIPTA, 2005)

Bias in random forest variable importance measures: Illustrations, sources and a solution. - Carolin Strobl; Anne-Laure Boulesteix; Achim Zeileis; Torsten Hothorn (BMC Bioinform., 2007)

Maximally selected Chi-squared statistics and non-monotonic associations: An exact approach based on two cutpoints. - Anne-Laure Boulesteix; Carolin Strobl (Comput. Stat. Data Anal., 2007)

Unbiased split selection for classification trees based on the Gini Index. - Carolin Strobl; Anne-Laure Boulesteix; Thomas Augustin 001 (Comput. Stat. Data Anal., 2007)

Conditional variable importance for random forests. - Carolin Strobl; Anne-Laure Boulesteix; Thomas Kneib; Thomas Augustin 001; Achim Zeileis (BMC Bioinform., 2008)

Statistical issues in machine learning: towards reliable split selection and variable importance measures. - Carolin Strobl (Cuvillier, 2008)

Party on! - Carolin Strobl; Torsten Hothorn; Achim Zeileis (R J., 2009)

The behaviour of random forest permutation-based variable importance measures under predictor correlation. - Kristin K. Nicodemus; James D. Malley; Carolin Strobl; Andreas Ziegler 001 (BMC Bioinform., 2010)

Random forest Gini importance favours SNPs with large minor allele frequency: impact, sources and recommendations. - Anne-Laure Boulesteix; Andreas Bender 001; Justo Lorenzo Bermejo; Carolin Strobl (Briefings Bioinform., 2012)

An AUC-based permutation variable importance measure for random forests. - Silke Janitza; Carolin Strobl; Anne-Laure Boulesteix (BMC Bioinform., 2013)

(Psycho-)analysis of benchmark experiments: A formal framework for investigating the relationship between data sets and learning algorithms. - Manuel J. A. Eugster; Friedrich Leisch; Carolin Strobl (Comput. Stat. Data Anal., 2014)

A new variable importance measure for random forests with missing data. - Alexander Hapfelmeier; Torsten Hothorn; Kurt Ulm; Carolin Strobl (Stat. Comput., 2014)

Letter to the Editor: On the term 'interaction' and related phrases in the literature on Random Forests. - Anne-Laure Boulesteix; Silke Janitza; Alexander Hapfelmeier; Kristel Van Steen; Carolin Strobl (Briefings Bioinform., 2015)

Conditional permutation importance revisited. - Dries Debeer; Carolin Strobl (BMC Bioinform., 2020)