Variable selection methods

Variable selection methods

碩士 === 國立交通大學 === 統計學研究所 === 104 === "Variables selection" is an important question in statistics. In this thesis we compare several existing methods, including Bayesian Lasso [Park, T. and Casella, G. 2008 ] and Stochastic search variable selection SSVS)[George; Robert E. McCulloch 1993]...

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Main Authors: Chen, Min-Chieh, 陳民捷
Other Authors: Hung, Hui-Nien
Format: Others
Language:zh-TW
Published: 2016
Online Access:http://ndltd.ncl.edu.tw/handle/80421005456047039147
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spelling ndltd-TW-104NCTU53370152017-09-06T04:22:12Z http://ndltd.ncl.edu.tw/handle/80421005456047039147 Variable selection methods 迴歸變數選取之研究 Chen, Min-Chieh 陳民捷 碩士 國立交通大學 統計學研究所 104 "Variables selection" is an important question in statistics. In this thesis we compare several existing methods, including Bayesian Lasso [Park, T. and Casella, G. 2008 ] and Stochastic search variable selection SSVS)[George; Robert E. McCulloch 1993]. We also provide a new method called "grouping method". We make comparison in the case of "large p and small n" data set. Hung, Hui-Nien 洪慧念 2016 學位論文 ; thesis 35 zh-TW
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language zh-TW
format Others
sources NDLTD
description 碩士 === 國立交通大學 === 統計學研究所 === 104 === "Variables selection" is an important question in statistics. In this thesis we compare several existing methods, including Bayesian Lasso [Park, T. and Casella, G. 2008 ] and Stochastic search variable selection SSVS)[George; Robert E. McCulloch 1993]. We also provide a new method called "grouping method". We make comparison in the case of "large p and small n" data set.
author2 Hung, Hui-Nien
author_facet Hung, Hui-Nien
Chen, Min-Chieh
陳民捷
author Chen, Min-Chieh
陳民捷
spellingShingle Chen, Min-Chieh
陳民捷
Variable selection methods
author_sort Chen, Min-Chieh
title Variable selection methods
title_short Variable selection methods
title_full Variable selection methods
title_fullStr Variable selection methods
title_full_unstemmed Variable selection methods
title_sort variable selection methods
publishDate 2016
url http://ndltd.ncl.edu.tw/handle/80421005456047039147
work_keys_str_mv AT chenminchieh variableselectionmethods
AT chénmínjié variableselectionmethods
AT chenminchieh huíguībiànshùxuǎnqǔzhīyánjiū
AT chénmínjié huíguībiànshùxuǎnqǔzhīyánjiū
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