Expectile and quantile regression-David and Goliath?

摘要

Recent interest in modern regression modelling has focused on extending available ( mean) regression models by describing more general properties of the response distribution. An alternative approach is quantile regression where regression effects on the conditional quantile function of the response are assumed. While quantile regression can be seen as a generalization of median regression, expectiles as alternative are a generalized form of mean regression.