High Dimensional Multivariate Inference Under General Conditions

High Dimensional Multivariate Inference Under General Conditions

In this dissertation, we investigate four distinct and interrelated problems for high-dimensional inference of mean vectors in multi-groups. The first problem concerned is the profile analysis of high dimensional repeated measures. We introduce new test statistics and derive its asymptotic distribut...

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Bibliographic Details
Main Author: Kong, Xiaoli
Format: Others
Published: UKnowledge 2018
Subjects:
Profile analysis
MANOVA
High-dimension
Repeated measure
Non-parametric
Rank transforms
Multivariate Analysis
Statistical Methodology
Online Access:https://uknowledge.uky.edu/statistics_etds/33
https://uknowledge.uky.edu/cgi/viewcontent.cgi?article=1038&context=statistics_etds

Internet

https://uknowledge.uky.edu/statistics_etds/33
https://uknowledge.uky.edu/cgi/viewcontent.cgi?article=1038&context=statistics_etds

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