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

• المؤلفون الرئيسيون: Huang, Zhensheng, Pang, Zhen, Hu, Tao
• مؤلفون آخرون: School of Physical and Mathematical Sciences
• التنسيق: مقال
• اللغة: English
• منشور في: 2013
• الموضوعات: Mathematical Sciences
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/99803; http://hdl.handle.net/10220/17571

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...