頁籤選單縮合
| 題 名 | D-Optimal Designs for Poisson Regression Models |
|---|---|
| 作 者 | Russell, K. G.; Woods, D. C.; Lewis, S. M.; Eccleston, J. A.; | 書刊名 | Statistica Sinica |
| 卷 期 | 19:2 2009.04[民98.04] |
| 頁 次 | 頁721-730 |
| 分類號 | 319.5 |
| 關鍵詞 | Clustering; Locally optimal design; Log-linear models; Robust design; |
| 語 文 | 英文(English) |
| 英文摘要 | Abstract: We consider the problem of finding an optimal design under a Poisson regression model with a log link, any number of independent variables, and an additive linear predictor. Local D-optimality of a class of designs is established through use of a canonical form of the problem and a general equivalence theorem. The results are applied in conjunction with clustering techniques to obtain a fast method of finding designs that are robust to wide ranges of model parameter values. The methods are illustrated through examples. |
本系統中英文摘要資訊取自各篇刊載內容。