Willi Sauerbrei, The Use of Resampling Methods to Simplify Regression Models in Medical Statistics, Journal of the Royal Statistical Society. Series C (Applied Statistics), Vol. 48, No. 3 (1999), pp.

This article considers high-dimensional regression problems in which the number of predictors p exceeds the sample size n. We develop a model-averaging procedure for high-dimensional regression ...

Multivariable logistic regression models retained associations with severe fatigue by bootstrapped Augmented Backward Elimination. Validation methods included 10-fold internal cross-validation, ...

Investigating systemic risk, the authors build an interbank network based on tail dependence and suggest typical network ...

A machine learning model bests traditional methods for predicting cirrhosis mortality among hospitalized patients.