Multiscale Asymptotic Normality in Quantile Regression: Hilbert Matrices and Polynomial Designs

Saïd Maanan, Azzouz Dermoune, Ahmed El Ghini

This paper investigates the asymptotic properties of quantile regression estimators in linear models, with a particular focus on polynomial regressors and robustness to heavy-taile…