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Group by: Item Type | Date
Number of items: 24.

Journal article

Hothorn, Torsten; Brandl, Roland; Müller, Jörg (2012): Large-scale model-based assessment of deer-vehicle collision risk.
In: PloS one 7(2), e29510 [PDF, 732kB]

Schmid, Matthias; Hothorn, Torsten; Krause, Friedemann; Rabe, Christina (2012): A PAUC-based Estimation Technique for Disease Classification and Biomarker Selection. In: Statistical Applications in Genetics and Molecular Biology, Vol. 11, No. 5: pp. 1-24 [PDF, 446kB]

Mayr, Andreas; Hothorn, Torsten; Fenske, Nora: Prediction intervals for future BMI values of individual children - a non-parametric approach by quantile boosting. In: BMC Medical Research Methodology 2012, 12:6 [PDF, 770kB]

Herberich, Esther; Sikorski, Johannes; Hothorn, Torsten (29. March 2010): A robust procedure for comparing multiple means under heteroscedasticity in unbalanced designs.
In: PloS one 5(3), e9788 [PDF, 575kB]

Boulesteix, Anne-Laure; Hothorn, Torsten: Testing the additional predictive value of high-dimensional molecular data. In: BMC Bioinformatics 2010, 11:78 [PDF, 427kB]

Schmid, Matthias; Hothorn, Torsten: Flexible boosting of accelerated failure time models. In: BMC Bioinformatics 2008, 9:269 [PDF, 385kB]

Strobl, Carolin; Boulesteix, Anne-Laure; Zeileis, Achim; Hothorn, Torsten: Bias in random forest variable importance measures: Illustrations, sources and a solution. In: BMC Bioinformatics 2007, 8:25 [PDF, 368kB]

Paper

Hapfelmeier, Alexander; Hothorn, Torsten; Ulm, Kurt (15. February 2012): Random Forest variable importance with missing data. Department of Statistics: Technical Reports, No.121 [PDF, 567kB]

Robinzonov, Nikolay; Tutz, Gerhard; Hothorn, Torsten (2010): Boosting Techniques for Nonlinear Time Series Models. Department of Statistics: Technical Reports, No.75 [PDF, 2MB]

Rieger, Anna; Hothorn, Torsten; Strobl, Carolin (2010): Random Forests with Missing Values in the Covariates. Department of Statistics: Technical Reports, No.79 [PDF, 394kB]

Schmid, Matthias; Hothorn, Torsten; Maloney, K. O.; Weller, D. E.; Potapov, Sergej (2010): Geoadditive Regression Modeling of Stream Biological Condition. Department of Statistics: Technical Reports, No.86 [PDF, 6MB]

Hofner, Benjamin; Hothorn, Torsten; Kneib, Thomas; Schmid, Matthias (10. December 2009): A Framework for Unbiased Model Selection Based on Boosting. Department of Statistics: Technical Reports, No.72 [PDF, 914kB]

Boulesteix, Anne-Laure; Hothorn, Torsten (1. September 2009): Testing the additional predictive value of high-dimensional molecular data. Department of Statistics: Technical Reports, No.64 [PDF, 439kB]

Fenske, Nora; Kneib, Thomas; Hothorn, Torsten (2. April 2009): Identifying Risk Factors for Severe Childhood Malnutrition by Boosting Additive Quantile Regression. Department of Statistics: Technical Reports, No.52 [PDF, 946kB]

Strobl, Carolin; Hothorn, Torsten; Zeileis, Achim (11. February 2009): Party on! A New, Conditional Variable Importance Measure for Random Forests Available in the party Package. Department of Statistics: Technical Reports, No.50 [PDF, 274kB]

Hofner, Benjamin; Hothorn, Torsten; Kneib, Thomas (27. November 2008): Variable Selection and Model Choice in Structured Survival Models. Department of Statistics: Technical Reports, No.43 [PDF, 1MB]

Schmid, Matthias; Potapov, Sergej; Pfahlberg, Annette; Hothorn, Torsten (24. November 2008): Estimation and Regularization Techniques for Regression Models with Multidimensional Prediction Functions. Department of Statistics: Technical Reports, No.42 [PDF, 756kB]

Eugster, Manuel J. A.; Hothorn, Torsten; Leisch, Friedrich (30. May 2008): Exploratory and Inferential Analysis of Benchmark Experiments. Department of Statistics: Technical Reports, No.30 [PDF, 1MB]

Schmid, Matthias; Hothorn, Torsten (2008): Flexible Boosting of Accelerated Failure Time Models. Department of Statistics: Technical Reports, No.18 [PDF, 378kB]

Hothorn, Torsten; Bretz, Frank; Westfall, Peter (2008): Simultaneous Inference in General Parametric Models. Department of Statistics: Technical Reports, No.19 [PDF, 416kB]

Schmid, Matthias; Hothorn, Torsten (2007): Boosting Additive Models using Component-wise P-Splines. Department of Statistics: Technical Reports, No.2 [PDF, 483kB]

Kneib, Thomas; Hothorn, Torsten; Tutz, Gerhard (2007): Variable Selection and Model Choice in Geoadditive Regression Models. Department of Statistics: Technical Reports, No.3 [PDF, 1MB]

Strobl, Carolin; Boulesteix, Anne-Laure; Zeileis, Achim; Hothorn, Torsten (2006): Bias in Random Forest Variable Importance Measures: Illustrations, Sources and a Solution. Collaborative Research Center 386, Discussion Paper 490 [PDF, 574kB]

Kneib, Thomas; Müller, Jörg; Hothorn, Torsten (2006): Spatial Smoothing Techniques for the Assessment of Habitat Suitability. Collaborative Research Center 386, Discussion Paper 492 [PDF, 800kB]

This list was generated on Sun Aug 28 04:15:44 2016 CEST.