期刊論文
| 學年 | 107 |
|---|---|
| 學期 | 1 |
| 出版（發表）日期 | 2019-01-01 |
| 作品名稱 | Monitoring of autocorrelated general linear profiles |
| 作品名稱（其他語言） | |
| 著者 | Yi-Hua Tina Wang; Yunru Lai |
| 單位 | |
| 出版者 | |
| 著錄名稱、卷期、頁數 | Journal of Statistical Computation and Simulation 89(3), p.519-535 |
| 摘要 | A collection of quality data represented by a functional relationship between response and explanatory variables is called a profile. In the literature, the errors of profiles are often assumed to be independent. However, quality data often exhibits time correlations in real applications. Therefore, in this paper, we investigate a general linear regression model with a between-profile autocorrelation. We propose a multivariate exponentially weighted moving average chart for monitoring shifts in the regression parameters, and an exponentially weighted moving average chart for monitoring shifts in the standard deviation. A simulation study reveals that our proposed schemes outperform competing existing schemes based on the average run length criterion. An example is used to illustrate the applicability of the proposed scheme. |
| 關鍵字 | General linear profiles;phase II;between-profile autocorrelation;exponentially weighted moving average |
| 語言 | en |
| ISSN | |
| 期刊性質 | 國外 |
| 收錄於 | SCI SSCI |
| 產學合作 | |
| 通訊作者 | |
| 審稿制度 | 否 |
| 國別 | GBR |
| 公開徵稿 | |
| 出版型式 | ,電子版 |
| 相關連結 |
機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/116005 ) |