Development in Normal Mixture and Mixture of Experts Modeling

Development in Normal Mixture and Mixture of Experts Modeling

In this dissertation, first we consider the problem of testing homogeneity and order in a contaminated normal model, when the data is correlated under some known covariance structure. To address this problem, we developed a moment based homogeneity and order test, and design weights for test statist...

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Bibliographic Details
Main Author: Qi, Meng
Format: Others
Published: UKnowledge 2016
Subjects:
Finite Mixture Models
Micro-array Analysis
Homogeneity Test
In- formation Criterion
Hierarchical Mixture Model
Microarrays
Multivariate Analysis
Statistical Methodology
Statistical Models
Online Access:http://uknowledge.uky.edu/statistics_etds/15
http://uknowledge.uky.edu/cgi/viewcontent.cgi?article=1018&context=statistics_etds

Internet

http://uknowledge.uky.edu/statistics_etds/15
http://uknowledge.uky.edu/cgi/viewcontent.cgi?article=1018&context=statistics_etds

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