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University of Illinois at Urbana-Champaign
Unified Ordinal Regression: Model Assessment and Semiparametric Analysis
Abstract
dc:descriptionIn 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.
Degree
thesis:*- Name thesis:degree_name
- Ph.D.
- Level thesis:degree_level
- Dissertation
- Discipline thesis:degree_discipline
- Statistics
- Grantor
- University of Illinois at Urbana-Champaign
- Year dc:date
- 2015
Author and committee
dc:creator, dc:contributor.*- Author dc:creator
-
- Fu, Limin
- Contributors dc:contributor
-
- Douglas Simpson
Subjects
dc:subject × 1Rights
- Language dc:language
- eng
Identifiers
dc:identifier.*- Identifier
- (MiAaPQ)AAI9955616
- OAI identifier oai:identifier
- oai:www.ideals.illinois.edu:2142/87419