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Conditional variable importance for random forests
- C. Strobl, A. Boulesteix, T. Kneib, Thomas Augustin, A. Zeileis
- BiologyBMC Bioinformatics
- 11 July 2008
TLDR
Generating survival times to simulate Cox proportional hazards models
- R. Bender, Thomas Augustin, M. Blettner
- MathematicsStatistics in medicine
- 15 June 2005
Simulation studies present an important statistical tool to investigate the performance, properties and adequacy of statistical models in pre‐specified situations. One of the most important…
Introduction to imprecise probabilities
- Thomas Augustin, F. Coolen, G. Cooman, Matthias C. M. Troffaes
- Computer Science
- 2014
TLDR
Foundations of Probability
- Thomas Augustin, M. Cattaneo
- Computer ScienceInternational Encyclopedia of Statistical Science
- 2011
Probability theory is that part of mathematics that is concerned with the description and modeling of random phenomena, or in a more general — but not unanimously accepted — sense, of any kind of…
Bayesian linear regression
- G. M. Walter, Thomas Augustin
- Mathematics
- 9 September 2009
The paper is concerned with Bayesian analysis under prior-data conflict, i.e. the situation when observed data are rather unexpected under the prior (and the sample size is not large enough to…
Imprecision and Prior-data Conflict in Generalized Bayesian Inference
- G. M. Walter, Thomas Augustin
- Computer Science
- 2009
TLDR
Unbiased split selection for classification trees based on the Gini Index
- C. Strobl, A. Boulesteix, Thomas Augustin
- Computer ScienceComput. Stat. Data Anal.
- 15 September 2007
Nonparametric predictive inference and interval probability
- Thomas Augustin, F. Coolen
- Mathematics, Computer Science
- 1 September 2004
Powerful algorithms for decision making under partial prior information and general ambiguity attitudes
- L. Utkin, Thomas Augustin
- Computer ScienceISIPTA
- 2005
TLDR
An Exact Corrected Log‐Likelihood Function for Cox's Proportional Hazards Model under Measurement Error and Some Extensions
- Thomas Augustin
- Mathematics
- 1 March 2004
Abstract. This paper studies Cox's proportional hazards model under covariate measurement error. Nakamura's [Biometrika 77 (1990) 127] methodology of corrected log‐likelihood will be applied to the…
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