| On a Relation between Principal Component and Regression Analysis | |
|---|---|
| 學年 | 88 |
| 學期 | 1 |
| 出版（發表）日期 | 1999-11-01 |
| 作品名稱 | On a Relation between Principal Component and Regression Analysis |
| 作品名稱（其他語言） | |
| 著者 | Jong, Jyh-Cherng; Kotz, Samuel |
| 單位 | 淡江大學運輸管理學系 |
| 出版者 | American Statistical Association |
| 著錄名稱、卷期、頁數 | American Statistician 53(4), pp.349-351 |
| 摘要 | A regression approach to principal component analysis is presented in this note. We provide an alternative interpretation of principal components that illustrates the relation between the extra sum of squares in regression analysis and the eigenvalues associated with the principal components. |
| 關鍵字 | Coefficient of determination; Eigenvalues; Eigenvectors; Extra sum of squares;Principal components regression; Residuals |
| 語言 | en |
| ISSN | 0003-1305 |
| 期刊性質 | 國外 |
| 收錄於 | SCI |
| 產學合作 | |
| 通訊作者 | |
| 審稿制度 | |
| 國別 | USA |
| 公開徵稿 | |
| 出版型式 | 紙本 |
| 相關連結 |
機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/85674 ) |
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