An Additive Bivariate Hierarchical Model for Functional Data and Related Computations

An Additive Bivariate Hierarchical Model for Functional Data and Related Computations

The work presented in this dissertation centers on the theme of regression and computation methodology. Functional data is an important class of longitudinal data, and principal component analysis is an important approach to regression with this type of data. Here we present an additive hierarchical...

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Bibliographic Details
Main Author: Redd, Andrew Middleton
Other Authors: Carroll, Raymond J.
Format: Others
Language:en_US
Published: 2011
Subjects:
Additive Models
Functional Data
Mixed Models
Nonparametric Regression
O-splines
Smoothing Parameter Estimation
Splines
Software Packages
Online Access:http://hdl.handle.net/1969.1/ETD-TAMU-2010-08-8290

Internet

http://hdl.handle.net/1969.1/ETD-TAMU-2010-08-8290

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