Silke Janitza
- Subsampling Versus Bootstrapping in Resampling-Based Model Selection for Multivariable Regression
2015/08/19 by Riccardo De Bin, Silke Janitza, Willi Sauerbrei +2 · 28 citations
Mathematics · Engineering · #Statistical Methods and Inference #Advanced Statistical Methods and Models #Control Systems and Identification
- Random forest for ordinal responses: Prediction and variable selection
2015/10/23 by Silke Janitza, Gerhard Tutz, Anne‐Laure Boulesteix +1 · 1 citation
Computer Science · Mathematics · #Advanced Statistical Methods and Models #Data Mining Algorithms and Applications #Statistical Methods and Inference
- Pitfalls of hypothesis tests and model selection on bootstrap samples: Causes and consequences in biometrical applications
2015/09/15 by Silke Janitza, Harald Binder, Anne‐Laure Boulesteix · 2 citations
Mathematics · Biochemistry, Genetics and Molecular Biology · #Statistical Methods and Inference #Statistical Methods and Bayesian Inference #Genetic and phenotypic traits in livestock