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Title:Application of Regression Spline in Multilevel Longitudinal Modeling
Author(s):Ker, Hsiang-Wei
Doctoral Committee Chair(s):Wardrop, James L.
Department / Program:Education
Discipline:Education
Degree Granting Institution:University of Illinois at Urbana-Champaign
Degree:Ph.D.
Genre:Dissertation
Subject(s):Education, Educational Psychology
Abstract:A general description of linear mixed-effects models, linear mixed-effects models for longitudinal data, and regression splines are first reviewed. Subsequently, a methodology that applies regression spline in multilevel longitudinal modeling is proposed to deal with the longitudinal data with large numbers of time points. The visual-search data are used to demonstrate the proposed methodology. Several recommendations on the application of regression spline in multilevel longitudinal modeling are discussed.
Issue Date:2002
Type:Text
Language:English
Description:175 p.
Thesis (Ph.D.)--University of Illinois at Urbana-Champaign, 2002.
URI:http://hdl.handle.net/2142/79699
Other Identifier(s):(MiAaPQ)AAI3070348
Date Available in IDEALS:2015-09-25
Date Deposited:2002


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