Unified Ordinal Regression: Model Assessment and Semiparametric Analysis
Fu, Limin
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https://hdl.handle.net/2142/87419
Description
Title
Unified Ordinal Regression: Model Assessment and Semiparametric Analysis
Author(s)
Fu, Limin
Issue Date
2000
Doctoral Committee Chair(s)
Douglas Simpson
Department of Study
Statistics
Discipline
Statistics
Degree Granting Institution
University of Illinois at Urbana-Champaign
Degree Name
Ph.D.
Degree Level
Dissertation
Keyword(s)
Economics, General
Language
eng
Abstract
In the last part of the thesis we discuss the methods for handling censored data for both categorical and continuous responses. We develop EM algorithms for censored data in general, and also develop a weighted least squares algorithm for cumulative link models for ordinal responses.
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