کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1148504 1489767 2014 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Design of variable resolution for model selection
ترجمه فارسی عنوان
طراحی رزولوشن متغیر برای انتخاب مدل
کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات ریاضیات کاربردی
چکیده انگلیسی


• Consider minimum G2G2 aberration criterion and design efficiency.
• Provide optimal 16-run designs of variable resolution.
• Provide optimal 24-run designs of variable resolution with the overall resolution IV.
• Provide nearly optimal 24-run designs of variable resolution.
• Empirically show the advantages of designs of variable resolution in model selection.

Designs of variable resolution were introduced for practical situations where interactions arise only within certain factors. Optimal designs of variable resolution based on the minimum G2G2-aberration criterion and design efficiency are provided. A simulation study is carried out to demonstrate the merit of designs of variable resolution in model selection. Some comments are made on the performance of optimal designs of variable resolution in using certain model selection methods.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Statistical Planning and Inference - Volume 155, December 2014, Pages 127–134
نویسندگان
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