کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1148505 1489767 2014 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Minimum breakdown two-level orthogonal main-effect plans
ترجمه فارسی عنوان
حداقل اختلال در دو سطح مقطع اصلی اثر اصلی اثر
کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات ریاضیات کاربردی
چکیده انگلیسی


• Robust designs against missing data for two-level orthogonal main-effect plans are investigated.
• Theoretical results regarding the nearly saturated designs are developed.
• A catalogue of the maximally robust designs with practical run-sizes is provided.

A new class of robust designs against missing data, called the minimum breakdown designs, is proposed for two-level orthogonal main-effect plans. The minimum breakdown designs provide the highest probability to derive a non-singular residual design for estimating the grand mean and all the main effects, when a fraction of experimental data is unavailable. Some theoretical and computational results for characterizing the minimum breakdown designs are developed. In addition, a catalogue of the proposed designs with practical run-sizes is presented for multifactorial experiments.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Statistical Planning and Inference - Volume 155, December 2014, Pages 135–140
نویسندگان
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