COMPOSITE NONPARAMETRIC TESTS IN HIGH DIMENSION

COMPOSITE NONPARAMETRIC TESTS IN HIGH DIMENSION

This dissertation focuses on the problem of making high-dimensional inference for two or more groups. High-dimensional means both the sample size (n) and dimension (p) tend to infinity, possibly at different rates. Classical approaches for group comparisons fail in the high-dimensional situation, in...

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Bibliographic Details
Main Author: Villasante Tezanos, Alejandro G.
Format: Others
Published: UKnowledge 2019
Subjects:
Multivariate Analysis
High Dimension
Statistical Tests
Statistical Methodology
Statistical Models
Online Access:https://uknowledge.uky.edu/statistics_etds/42
https://uknowledge.uky.edu/cgi/viewcontent.cgi?article=1047&context=statistics_etds

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https://uknowledge.uky.edu/statistics_etds/42
https://uknowledge.uky.edu/cgi/viewcontent.cgi?article=1047&context=statistics_etds

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