Uncertainty Quantification for High-Dimensional Sparse Nonparametric Additive Models

Qi Gao, Randy C. S. Lai, Thomas C. M. Lee, Yao Li

Abstract: Statistical inference in high-dimensional settings has recently attracted enormous attention within the literature. However, most published work focuses on the parametric linear regression problem....