期刊論文
| 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 | en |
| ISSN | 1544-6115 2194-6302 |
| 期刊性質 | 國外 |
| 收錄於 | |
| 產學合作 | |
| 通訊作者 | |
| 審稿制度 | 否 |
| 國別 | DEU |
| 公開徵稿 | |
| 出版型式 | ,電子版,紙本 |
| 相關連結 |
機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/58678 ) |