Nonparametric Quantile Regression: Non-Crossing Constraints and Conformal Prediction

Wenlu Tang, Guohao Shen, Yuanyuan Lin +1

We propose a nonparametric quantile regression method using deep neural networks with a rectified linear unit penalty function to avoid quantile crossing. This penalty function is…