頁籤選單縮合
題 名 | Factor Screening and Response Surface Exploration |
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作 者 | Cheng,Shao-wei; Wu,C. F. J.; Bingham,Derek; Cheng,Ching-shui; Huang Lo,Mong-na; Khuri,Andre I.; Lewis,S. M.; Montgomery,Douglas C.; Borror,Connie M.; Mukerjee,Rahul; Steinberg,David M.; Bursztyn,Dizza; | 書刊名 | Statistica Sinica |
卷 期 | 11:3 2001.07[民90.07] |
頁 次 | 頁553-604 |
分類號 | 319.28 |
關鍵詞 | Central composite design; D-optimality; Fractional factorial design; Orthogonal array; Projection; Response surface methodology; |
語 文 | 英文(English) |
英文摘要 | Standard practice in response surface methodology performs factor screening and response surface exploration sequentially, using different designs. A novel approach is proposed to achieve the two objectives on the same experiment, based on one design. Running a uni-stage experiment has the advantages of saving experimentation time and run size. The approach is based on a two-stage analysis that employs factor screening, projection and response surface exploration. Projection-efficiency criteria are defined to evaluate the performance of the projected designs. The projection-efficiency properties of the 3n-k designs and three nonregular designs are studied, and comparisons with central composite designs are made. Nonregular designs appear to enjoy better projection properties. The strategy is illustrated with the analysis of PVC insulation experiments. |
本系統中英文摘要資訊取自各篇刊載內容。