The Gene Sets Analysis Using Hotelling''s T2 Test.
碩士 === 國立中興大學 === 統計學研究所 === 101 === In gene sets analyses, there are a lot of methods dealing with the problem of highdimensional dataset. In our article, we use the ridge regression technique to estimate Hotelling’s T2 statistic. The permutation is used to obtain the Type I error rates and powers....
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2013
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| Online Access: | http://ndltd.ncl.edu.tw/handle/75670889095819133712 |
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ndltd-TW-101NCHU53370172015-10-13T22:35:50Z http://ndltd.ncl.edu.tw/handle/75670889095819133712 The Gene Sets Analysis Using Hotelling''s T2 Test. 在Hotelling''s T2 檢定下的基因組分析 Shaing-Yung Lin 林湘雲 碩士 國立中興大學 統計學研究所 101 In gene sets analyses, there are a lot of methods dealing with the problem of highdimensional dataset. In our article, we use the ridge regression technique to estimate Hotelling’s T2 statistic. The permutation is used to obtain the Type I error rates and powers. The simulation results show that our method has higher power comparing to other test statistics. We apply our testing procedure to a human diabetes data set to search the significant gene sets. 林長鋆 2013 學位論文 ; thesis 40 zh-TW |
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NDLTD |
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zh-TW |
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Others
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NDLTD |
| description |
碩士 === 國立中興大學 === 統計學研究所 === 101 === In gene sets analyses, there are a lot of methods dealing with the problem of highdimensional dataset. In our article, we use the ridge regression technique to estimate Hotelling’s T2 statistic. The permutation is used to obtain the Type I error rates and powers. The simulation results show that our method has higher power comparing to other test statistics. We apply our testing procedure to a human diabetes data set to search the significant gene sets.
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| author2 |
林長鋆 |
| author_facet |
林長鋆 Shaing-Yung Lin 林湘雲 |
| author |
Shaing-Yung Lin 林湘雲 |
| spellingShingle |
Shaing-Yung Lin 林湘雲 The Gene Sets Analysis Using Hotelling''s T2 Test. |
| author_sort |
Shaing-Yung Lin |
| title |
The Gene Sets Analysis Using Hotelling''s T2 Test. |
| title_short |
The Gene Sets Analysis Using Hotelling''s T2 Test. |
| title_full |
The Gene Sets Analysis Using Hotelling''s T2 Test. |
| title_fullStr |
The Gene Sets Analysis Using Hotelling''s T2 Test. |
| title_full_unstemmed |
The Gene Sets Analysis Using Hotelling''s T2 Test. |
| title_sort |
gene sets analysis using hotelling''s t2 test. |
| publishDate |
2013 |
| url |
http://ndltd.ncl.edu.tw/handle/75670889095819133712 |
| work_keys_str_mv |
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1718078660865425408 |