Linear mixed effects models in functional data analysis

Regression models with a scalar response and a functional predictor have been extensively studied. One approach is to approximate the functional predictor using basis function or eigenfunction expansions. In the expansion, the coefficient vector can either be fixed or random. The random...

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Bibliographic Details
Main Author: Wang, Wei
Language:en
Published: University of British Columbia 2008
Subjects:
Online Access:http://hdl.handle.net/2429/253