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University of Illinois at Urbana-Champaign
Application of Regression Spline in Multilevel Longitudinal Modeling
Abstract
dc:descriptionA 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.
Degree
thesis:*- Name thesis:degree_name
- Ph.D.
- Level thesis:degree_level
- Dissertation
- Discipline thesis:degree_discipline
- Education
- Grantor
- University of Illinois at Urbana-Champaign
- Year dc:date
- 2015
Author and committee
dc:creator, dc:contributor.*- Author dc:creator
-
- Ker, Hsiang-Wei
- Contributors dc:contributor
-
- Wardrop, James L.
Subjects
dc:subject × 1Rights
- Language dc:language
- eng
Identifiers
dc:identifier.*- Identifier
- (MiAaPQ)AAI3070348
- OAI identifier oai:identifier
- oai:www.ideals.illinois.edu:2142/79699