Shrinkage estimation and selection for multiple functional regression

• المؤلف الرئيسي: Lian, Heng
• مؤلفون آخرون: School of Physical and Mathematical Sciences
• التنسيق: مقال
• اللغة: English
• منشور في: 2014
• الموضوعات: DRNTU::Science::Physics
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/98392; http://hdl.handle.net/10220/24034
• المؤسسة: Nanyang Technological University

Functional linear regression is a useful extension of simple linear regression and has been investigated by many researchers. However, the functional variable selection problem when multiple functional observations exist, which is the counterpart in the functional context of multiple linear regressi...