کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
1150783 | 957991 | 2006 | 29 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Trade-off sensitive experimental design: a multicriterion, decision theoretic, Bayes linear approach
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
ریاضیات
ریاضیات کاربردی
پیش نمایش صفحه اول مقاله
![عکس صفحه اول مقاله: Trade-off sensitive experimental design: a multicriterion, decision theoretic, Bayes linear approach Trade-off sensitive experimental design: a multicriterion, decision theoretic, Bayes linear approach](/preview/png/1150783.png)
چکیده انگلیسی
We show how mutually utility independent hierarchies, which weigh the various costs of an experiment against benefits expressed through a mixed Bayes linear utility representing the potential gains in knowledge from the experiment, provide a flexible and intuitive methodology for experimental design which remains tractable even for complex multivariate problems. A key feature of the approach is that we allow imprecision in the trade-offs between the various costs and benefits. We identify the Pareto optimal designs under the imprecise specification and suggest a criterion for selecting between such designs. The approach is illustrated with respect to an experiment related to the oral glucose tolerance test.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Statistical Planning and Inference - Volume 136, Issue 2, 1 February 2006, Pages 498–526
Journal: Journal of Statistical Planning and Inference - Volume 136, Issue 2, 1 February 2006, Pages 498–526
نویسندگان
Malcolm Farrow, Michael Goldstein,