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07/21/2022
Estimation of Non-Crossing Quantile Regression Process with Deep ReQU Neural Networks
We propose a penalized nonparametric approach to estimating the quantile...
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07/10/2021
Deep Quantile Regression: Mitigating the Curse of Dimensionality Through Composition
This paper considers the problem of nonparametric quantile regression un...
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09/10/2018
Non-Asymptotic Inference in Instrumental Variables Estimation
This paper presents a simple method for carrying out inference in a wide...
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03/02/2018