Debiased/Double Machine Learning for Instrumental Variable Quantile Regressions

In this study, we investigate the estimation and inference on a low-dimensional causal parameter in the presence of high-dimensional controls in an instrumental variable quantile regression. Our proposed econometric procedure builds on the Neyman-type orthogonal moment conditions of a previous study...

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Bibliographic Details
Main Authors: Jau-er Chen, Chien-Hsun Huang, Jia-Jyun Tien
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Econometrics
Subjects:
Online Access:https://www.mdpi.com/2225-1146/9/2/15