Nonparametric Screening for Additive Quantile Regression in Ultra-high Dimension

Daoji Li, Yinfei Kong, Dawit Zerom

In practical applications, one often does not know the "true" structure of the underlying conditional quantile function, especially in the ultra-high dimensional setting. To deal w…