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math.ST2025

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…