教師資料查詢 | 類別: 期刊論文 | 教師: 溫啟仲 WEN,CHI-CHUNG (瀏覽個人網頁)

標題:A Bayes regression approach to array-CGH data
學年94
學期2
出版(發表)日期2006/05/01
作品名稱A Bayes regression approach to array-CGH data
作品名稱(其他語言)
著者溫啟仲; Wu, Y. J.; Huang, Y. H.; Chen, W. C.; Liu, S. C.; Jiang, S. S.
單位淡江大學數學學系
出版者
著錄名稱、卷期、頁數Statistical Applications in Genetics and Molecular Biology 5, pp.1-20
摘要This paper develops a Bayes regression model having change points for the analysis of array-CGH data by utilizing not only the underlying spatial structure of the genomic alterations but also the observation that the noise associated with the ratio of the fluorescence intensities is bigger when the intensities get smaller. We show that this Bayes regression approach is particularly suitable for the analysis of cDNA microarray-CGH data, which are generally noisier than those using genomic clones. A simulation study and a real data analysis are included to illustrate this approach.
關鍵字
語言英文
ISSN1544-6115;2194-6302
期刊性質國外
收錄於
產學合作
通訊作者
審稿制度
國別德國
公開徵稿
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