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University of Illinois at Urbana-Champaign
Some topics on robust nonparametric regression and regression quantiles
Abstract
dc:descriptionLocal kernel estimates and B-spline estimates are considered in the nonparametric regression and the generalized linear models. The consistency and asymptotic normality of kernel estimates are proved. Simulations on B-spline estimates for nonparametric regression and generalized linear models are provided.
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
- 2011
Author and committee
dc:creator, dc:contributor.*- Author dc:creator
-
- Shen, Liji
- Contributors dc:contributor
-
- Portnoy, Stephen L.
Subjects
dc:subject × 1Rights
dc:rights- Statement dc:rights
-
- Copyright 1994 Shen, Liji
- Language dc:language
- eng
Identifiers
dc:identifier.*- Identifier
-
AAI9512546
(UMI)AAI9512546 - OAI identifier oai:identifier
- oai:www.ideals.illinois.edu:2142/22500