Power Analysis of Bootstrap Methods for Testing Homogeneity of Variances with Small Sample

碩士 === 國立中山大學 === 應用數學系研究所 === 96 === Several classical tests are investigated for testing the homogeneity of variances. However, in case of homoscedasticity statistics do not perform well with small sample size. In this article we discuss the use of bootstrap technique for the problem of testing eq...

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Bibliographic Details
Main Authors:	Chiang-Ming Shih, 石江洺
Other Authors:	Mong-Na Lo Huang
Format:	Others
Language:	en_US
Published:	2008
Online Access:	http://ndltd.ncl.edu.tw/handle/tr2mbf

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spelling	ndltd-TW-096NSYS55070202018-06-25T06:05:27Z http://ndltd.ncl.edu.tw/handle/tr2mbf Power Analysis of Bootstrap Methods for Testing Homogeneity of Variances with Small Sample 小樣本下拔靴法對變異數一致性檢定之檢定力分析 Chiang-Ming Shih 石江洺碩士國立中山大學應用數學系研究所 96 Several classical tests are investigated for testing the homogeneity of variances. However, in case of homoscedasticity statistics do not perform well with small sample size. In this article we discuss the use of bootstrap technique for the problem of testing equality of variances with small samples. Two important features of the proposed resampling method are their flexibility and robustness. Both α levels and power of our new proposed procedure is compared with the other classical methods discussed here. Mong-Na Lo Huang 羅夢娜 2008 學位論文 ; thesis 24 en_US
collection	NDLTD
language	en_US
format	Others
sources	NDLTD
description	碩士 === 國立中山大學 === 應用數學系研究所 === 96 === Several classical tests are investigated for testing the homogeneity of variances. However, in case of homoscedasticity statistics do not perform well with small sample size. In this article we discuss the use of bootstrap technique for the problem of testing equality of variances with small samples. Two important features of the proposed resampling method are their flexibility and robustness. Both α levels and power of our new proposed procedure is compared with the other classical methods discussed here.
author2	Mong-Na Lo Huang
author_facet	Mong-Na Lo Huang Chiang-Ming Shih 石江洺
author	Chiang-Ming Shih 石江洺
spellingShingle	Chiang-Ming Shih 石江洺 Power Analysis of Bootstrap Methods for Testing Homogeneity of Variances with Small Sample
author_sort	Chiang-Ming Shih
title	Power Analysis of Bootstrap Methods for Testing Homogeneity of Variances with Small Sample
title_short	Power Analysis of Bootstrap Methods for Testing Homogeneity of Variances with Small Sample
title_full	Power Analysis of Bootstrap Methods for Testing Homogeneity of Variances with Small Sample
title_fullStr	Power Analysis of Bootstrap Methods for Testing Homogeneity of Variances with Small Sample
title_full_unstemmed	Power Analysis of Bootstrap Methods for Testing Homogeneity of Variances with Small Sample
title_sort	power analysis of bootstrap methods for testing homogeneity of variances with small sample
publishDate	2008
url	http://ndltd.ncl.edu.tw/handle/tr2mbf
work_keys_str_mv	AT chiangmingshih poweranalysisofbootstrapmethodsfortestinghomogeneityofvarianceswithsmallsample AT shíjiāngmíng poweranalysisofbootstrapmethodsfortestinghomogeneityofvarianceswithsmallsample AT chiangmingshih xiǎoyàngběnxiàbáxuēfǎduìbiànyìshùyīzhìxìngjiǎndìngzhījiǎndìnglìfēnxī AT shíjiāngmíng xiǎoyàngběnxiàbáxuēfǎduìbiànyìshùyīzhìxìngjiǎndìngzhījiǎndìnglìfēnxī
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Power Analysis of Bootstrap Methods for Testing Homogeneity of Variances with Small Sample

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