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Robust estimation and inference in finite mixtures of generalized linear models
Shen, Jing
2006
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Record ID
14200
Record Created
2024-12-05
Title
Robust estimation and inference in finite mixtures of generalized linear models
Author
Shen, Jing
Contributor
HALL, DANIEL B.
Advisor
Reeves, Jaxk
Committee Member
Seymour, Lynne
Committee Member
Sriram, T. N.
Committee Member
Yin, Xiangrong
Committee Member
College or School
Statistics
Date
2006
Publisher
University of Georgia
Content Type
Dissertation
Language
English
Dissertation/ Thesis Note
Doctoral
Degree Type
Doctor of Philosophy (PHD)
Name of Granting Institution
University of Georgia, Spring 2006
Year Degree Granted
2006
Keywords
Conditional densitiy
;
Double kernel methods
;
EM algorithm
;
Expectation solution algorithm
;
Mallow\'s class
;
Minimum Hellinger distance
;
M-estimator
;
Mixture models
;
Robustness
;
Zero-inflated binomial
;
Zero-inflated Poisson.
Record Appears in
Electronic Theses and Dissertations
>
Doctoral Dissertation
All Resources
Doctoral
System Control Number
9949334118002959
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