2 papers
math.ST2021
Neural Networks for Partially Linear Quantile Regression
Qixian Zhong, Jane-Ling Wang
Deep learning has enjoyed tremendous success in a variety of applications but its application to quantile regressions remains scarce. A major advantage of the deep learning approac…
stat.ME2019
Basis Expansions for Functional Snippets
Zhenhua Lin, Jane-Ling Wang, Qixian Zhong
Estimation of mean and covariance functions is fundamental for functional data analysis. While this topic has been studied extensively in the literature, a key assumption is that t…