Outlier detection using statistical models

This thesis reviews various approaches for outlier detection problem. Several popularly used methods are included, re-examined and compared in this work, providing a deep insight into the frontier of the outlier detecting.

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Bibliographic Details
Main Author:	You, Yuan
Other Authors:	Lian Heng
Format:	Theses and Dissertations
Language:	English
Published:	2015
Subjects:	DRNTU::Science
Online Access:	http://hdl.handle.net/10356/62204
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Institution:	Nanyang Technological University
Language:	English

id	sg-ntu-dr.10356-62204
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spelling	sg-ntu-dr.10356-622042023-02-28T23:56:10Z Outlier detection using statistical models You, Yuan Lian Heng School of Physical and Mathematical Sciences DRNTU::Science This thesis reviews various approaches for outlier detection problem. Several popularly used methods are included, re-examined and compared in this work, providing a deep insight into the frontier of the outlier detecting. Master of Science 2015-02-25T07:20:48Z 2015-02-25T07:20:48Z 2014 2014 Thesis http://hdl.handle.net/10356/62204 en 20 p. application/pdf
institution	Nanyang Technological University
building	NTU Library
continent	Asia
country	Singapore Singapore
content_provider	NTU Library
collection	DR-NTU
language	English
topic	DRNTU::Science
spellingShingle	DRNTU::Science You, Yuan Outlier detection using statistical models
description	This thesis reviews various approaches for outlier detection problem. Several popularly used methods are included, re-examined and compared in this work, providing a deep insight into the frontier of the outlier detecting.
author2	Lian Heng
author_facet	Lian Heng You, Yuan
format	Theses and Dissertations
author	You, Yuan
author_sort	You, Yuan
title	Outlier detection using statistical models
title_short	Outlier detection using statistical models
title_full	Outlier detection using statistical models
title_fullStr	Outlier detection using statistical models
title_full_unstemmed	Outlier detection using statistical models
title_sort	outlier detection using statistical models
publishDate	2015
url	http://hdl.handle.net/10356/62204
_version_	1759857617011736576

Outlier detection using statistical models

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