Cross-study validation for the assessment of prediction algorithmsChristoph Bernau, Lorenzo Trippa, Markus Riester et al.|Bioinformatics|2014Cited by 101
Improving cross-study prediction through addon batch effect adjustment or addon normalizationRoman Hornung, Anne‐Laure Boulesteix, David Causeur et al.|Bioinformatics|2016Cited by 42
On the choice and influence of the number of boosting steps for high-dimensional linear Cox-modelsHeidi Seibold, Riccardo De Bin, Anne‐Laure Boulesteix et al.|Computational Statistics|2017Cited by 28
A measure of the impact of CV incompleteness on prediction error estimation with application to PCA and normalizationRoman Hornung, Anne‐Laure Boulesteix, Christoph Bernau et al.|BMC Medical Research Methodology|2015Cited by 21
Correcting the Optimal Resampling‐Based Error Rate by Estimating the Error Rate of Wrapper AlgorithmsChristoph Bernau, Anne‐Laure Boulesteix, Thomas Augustin|Biometrics|2013Cited by 21