Estimation and inference of quantile impulse response functions by local projections: With applications to VaR dynamics

H Han, W Jung, JH Lee - Journal of Financial Econometrics, 2024 - academic.oup.com
This article investigates the estimation and inference of quantile impulse response functions.
We propose a new estimation method using the idea of local projections by. We establish …

[HTML][HTML] Inference in predictive quantile regressions

A Maynard, K Shimotsu, N Kuriyama - Journal of Econometrics, 2024 - Elsevier
This paper studies inference in predictive quantile regressions when the predictive
regressor has a near-unit root. We derive asymptotic distributions for the quantile regression …