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This paper concerns the study of the entire conditional distribution of a response given predictors in a heterogeneous regression setting. A common approach to address heterogeneous data is quantile regression, which utilizes the minimization of the $$L_1$$ L 1 norm. As an alternative to quantile regression, we consider expectile regression, which relies on the minimization of the asymmetric...
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