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- Publications
- Influence
Unbiased Recursive Partitioning: A Conditional Inference Framework
- T. Hothorn, K. Hornik, A. Zeileis
- Mathematics
- 1 September 2006
Recursive binary partitioning is a popular tool for regression analysis. Two fundamental problems of exhaustive search procedures usually applied to fit such models have been known for a long time:… Expand
Regression Models for Count Data in R
- A. Zeileis, C. Kleiber, S. Jackman
- Mathematics
- 29 July 2008
TLDR
Conditional variable importance for random forests
- C. Strobl, A. Boulesteix, T. Kneib, Thomas Augustin, A. Zeileis
- Computer Science, Medicine
- BMC Bioinformatics
- 11 July 2008
TLDR
Bias in random forest variable importance measures: Illustrations, sources and a solution
- C. Strobl, A. Boulesteix, A. Zeileis, T. Hothorn
- Computer Science, Medicine
- BMC Bioinformatics
- 25 January 2007
TLDR
Beta Regression in R
- Francisco Cribari-Neto, A. Zeileis
- Mathematics
- 5 April 2010
The class of beta regression models is commonly used by practitioners to model variables that assume values in the standard unit interval (0, 1). It is based on the assumption that the dependent… Expand
Diagnostic Checking in Regression Relationships
- A. Zeileis, T. Hothorn
- Computer Science
- 2015
TLDR
- 721
- 65
- PDF
kernlab - An S4 Package for Kernel Methods in R
- Alexandros Karatzoglou, A. Smola, K. Hornik, A. Zeileis
- Computer Science
- 2 November 2004
TLDR
Implementing a Class of Permutation Tests: The coin Package
- T. Hothorn, K. Hornik, M. A. V. D. Wiel, A. Zeileis
- Computer Science
- 13 November 2008
TLDR
zoo: S3 Infrastructure for Regular and Irregular Time Series
- A. Zeileis, G. Grothendieck
- Mathematics
- 21 May 2005
TLDR
Applied Econometrics with R
- C. Kleiber, A. Zeileis
- Computer Science
- 28 August 2008
TLDR