HIGH-DIMENSIONAL VARIABLE SCREENING AND DIMENSION REDUCTION AND THEIR APPLICATIONS TO CLASSIFICATION

Ph.D

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Bibliographic Details
Main Author:	CAI ZHIBO
Other Authors:	STATISTICS AND DATA SCIENCE
Format:	Theses and Dissertations
Language:	English
Published:	2021
Subjects:	Classification; Ensemble classifier; Dimension reduction; Feature screening; High-dimensional Data
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/192005
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Institution:	National University of Singapore
Language:	English

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spelling	sg-nus-scholar.10635-1920052024-04-03T00:26:00Z HIGH-DIMENSIONAL VARIABLE SCREENING AND DIMENSION REDUCTION AND THEIR APPLICATIONS TO CLASSIFICATION CAI ZHIBO STATISTICS AND DATA SCIENCE Yingcun Xia Classification; Ensemble classifier; Dimension reduction; Feature screening; High-dimensional Data Ph.D DOCTOR OF PHILOSOPHY (FOS) 2021-06-13T18:00:19Z 2021-06-13T18:00:19Z 2021-01-19 Thesis CAI ZHIBO (2021-01-19). HIGH-DIMENSIONAL VARIABLE SCREENING AND DIMENSION REDUCTION AND THEIR APPLICATIONS TO CLASSIFICATION. ScholarBank@NUS Repository. https://scholarbank.nus.edu.sg/handle/10635/192005 en
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
language	English
topic	Classification; Ensemble classifier; Dimension reduction; Feature screening; High-dimensional Data
spellingShingle	Classification; Ensemble classifier; Dimension reduction; Feature screening; High-dimensional Data CAI ZHIBO HIGH-DIMENSIONAL VARIABLE SCREENING AND DIMENSION REDUCTION AND THEIR APPLICATIONS TO CLASSIFICATION
description	Ph.D
author2	STATISTICS AND DATA SCIENCE
author_facet	STATISTICS AND DATA SCIENCE CAI ZHIBO
format	Theses and Dissertations
author	CAI ZHIBO
author_sort	CAI ZHIBO
title	HIGH-DIMENSIONAL VARIABLE SCREENING AND DIMENSION REDUCTION AND THEIR APPLICATIONS TO CLASSIFICATION
title_short	HIGH-DIMENSIONAL VARIABLE SCREENING AND DIMENSION REDUCTION AND THEIR APPLICATIONS TO CLASSIFICATION
title_full	HIGH-DIMENSIONAL VARIABLE SCREENING AND DIMENSION REDUCTION AND THEIR APPLICATIONS TO CLASSIFICATION
title_fullStr	HIGH-DIMENSIONAL VARIABLE SCREENING AND DIMENSION REDUCTION AND THEIR APPLICATIONS TO CLASSIFICATION
title_full_unstemmed	HIGH-DIMENSIONAL VARIABLE SCREENING AND DIMENSION REDUCTION AND THEIR APPLICATIONS TO CLASSIFICATION
title_sort	high-dimensional variable screening and dimension reduction and their applications to classification
publishDate	2021
url	https://scholarbank.nus.edu.sg/handle/10635/192005
_version_	1795301450683777024

HIGH-DIMENSIONAL VARIABLE SCREENING AND DIMENSION REDUCTION AND THEIR APPLICATIONS TO CLASSIFICATION

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