Empirical likelihood confidence intervals for nonparametric functional data analysis

• Main Author: Lian, Heng
• Other Authors: School of Physical and Mathematical Sciences
• Format: Article
• Language: English
• Published: 2013
• Online Access: https://hdl.handle.net/10356/99370; http://hdl.handle.net/10220/17246
• Institution: Nanyang Technological University

We consider the problem of constructing confidence intervals for nonparametric functional data analysis using empirical likelihood. In this doubly infinite-dimensional context, we demonstrate the Wilk's phenomenon and propose a bias-corrected construction that requires neither undersmoothing no...