Fixed-smoothing Uniform Inference for Quantile Regression

Kaicheng Chen, Antonio F. Galvao, Seunghwa Rho +2

This paper develops fixed-smoothing inference methods for time-series quantile regression that are robust to heteroskedasticity and autocorrelation. Our approach is uniformly valid…