CORRELATION SCREENING AND FEATURE SELECTION FOR ULTRA-HIGH-DIMENSIONAL MODELS WITH COMPLEX STRUCTURES

Ph.D

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Bibliographic Details
Main Author:	GONG YUAN
Other Authors:	STATISTICS & APPLIED PROBABILITY
Format:	Theses and Dissertations
Language:	English
Published:	2019
Subjects:	High dimensional data, Feature Screening, Variable Selection, Additive Models, EBIC, B-splines
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/162748
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Institution:	National University of Singapore
Language:	English

id	sg-nus-scholar.10635-162748
record_format	dspace
spelling	sg-nus-scholar.10635-1627482019-12-13T13:14:52Z CORRELATION SCREENING AND FEATURE SELECTION FOR ULTRA-HIGH-DIMENSIONAL MODELS WITH COMPLEX STRUCTURES GONG YUAN STATISTICS & APPLIED PROBABILITY CHEN ZEHUA High dimensional data, Feature Screening, Variable Selection, Additive Models, EBIC, B-splines Ph.D DOCTOR OF PHILOSOPHY 2019-12-12T18:02:25Z 2019-12-12T18:02:25Z 2019-07-22 Thesis GONG YUAN (2019-07-22). CORRELATION SCREENING AND FEATURE SELECTION FOR ULTRA-HIGH-DIMENSIONAL MODELS WITH COMPLEX STRUCTURES. ScholarBank@NUS Repository. https://scholarbank.nus.edu.sg/handle/10635/162748 en
institution	National University of Singapore
building	NUS Library
country	Singapore
collection	ScholarBank@NUS
language	English
topic	High dimensional data, Feature Screening, Variable Selection, Additive Models, EBIC, B-splines
spellingShingle	High dimensional data, Feature Screening, Variable Selection, Additive Models, EBIC, B-splines GONG YUAN CORRELATION SCREENING AND FEATURE SELECTION FOR ULTRA-HIGH-DIMENSIONAL MODELS WITH COMPLEX STRUCTURES
description	Ph.D
author2	STATISTICS & APPLIED PROBABILITY
author_facet	STATISTICS & APPLIED PROBABILITY GONG YUAN
format	Theses and Dissertations
author	GONG YUAN
author_sort	GONG YUAN
title	CORRELATION SCREENING AND FEATURE SELECTION FOR ULTRA-HIGH-DIMENSIONAL MODELS WITH COMPLEX STRUCTURES
title_short	CORRELATION SCREENING AND FEATURE SELECTION FOR ULTRA-HIGH-DIMENSIONAL MODELS WITH COMPLEX STRUCTURES
title_full	CORRELATION SCREENING AND FEATURE SELECTION FOR ULTRA-HIGH-DIMENSIONAL MODELS WITH COMPLEX STRUCTURES
title_fullStr	CORRELATION SCREENING AND FEATURE SELECTION FOR ULTRA-HIGH-DIMENSIONAL MODELS WITH COMPLEX STRUCTURES
title_full_unstemmed	CORRELATION SCREENING AND FEATURE SELECTION FOR ULTRA-HIGH-DIMENSIONAL MODELS WITH COMPLEX STRUCTURES
title_sort	correlation screening and feature selection for ultra-high-dimensional models with complex structures
publishDate	2019
url	https://scholarbank.nus.edu.sg/handle/10635/162748
_version_	1681100397721157632

CORRELATION SCREENING AND FEATURE SELECTION FOR ULTRA-HIGH-DIMENSIONAL MODELS WITH COMPLEX STRUCTURES

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