Next week, Sam will be in Valencia (Spain) to present our work on Data Augmentation for Imbaladed Regression In this work, we consider the problem of imbalanced data in a regression framework when the imbalanced phenomenon concerns continuous or discrete covariates. Such a situation can lead to biases in the estimates. In this case, we propose a data augmentation algorithm that combines a weighted resampling (WR) and a data augmentation (DA) procedure. In a first step, the DA procedure permits exploring a wider support … <a href=“https://freakonometrics.hypotheses.org/66719" …