کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4664208 1345289 2010 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
An efficient sequential design for sensitivity experiments
موضوعات مرتبط
مهندسی و علوم پایه ریاضیات ریاضیات (عمومی)
پیش نمایش صفحه اول مقاله
An efficient sequential design for sensitivity experiments
چکیده انگلیسی

In sensitivity experiments, the response is binary and each experimental unit has a critical stimulus level that cannot be observed directly. It is often of interest to estimate extreme quantiles of the distribution of these critical stimulus levels over the tested products. For this purpose a new sequential scheme is proposed with some commonly used models. By using the bootstrap repeated-sampling principle, reasonable prior distributions based on a historic data set are specified. Then, a Bayesian strategy for the sequential procedure is provided and the estimator is given. Further, a high order approximation for such an estimator is explored and its consistency is proven. A simulation study shows that the proposed method gives superior performances over the existing methods.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Acta Mathematica Scientia - Volume 30, Issue 1, January 2010, Pages 269-280