Testing structural change in partially linear single-index models with error-prone linear covariates

• Main Authors: Huang, Zhensheng, Pang, Zhen, Hu, Tao
• Other Authors: School of Physical and Mathematical Sciences
• Format: Article
• Language: English
• Published: 2013
• Subjects: Mathematical Sciences
• Online Access: https://hdl.handle.net/10356/99803; http://hdl.handle.net/10220/17571
• Institution: Nanyang Technological University

Motivated by an analysis of a real data set from Duchenne Muscular Dystrophy (Andrews and Herzberg, 1985), we propose a new test of structural change for a class of partially linear single-index models with error-prone linear covariates. Based on the local linear estimation for the unknowns in these...