کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
6858829 | 1438411 | 2018 | 17 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Statistical properties of the fuzzy p-value
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موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
هوش مصنوعی
پیش نمایش صفحه اول مقاله
چکیده انگلیسی
We have considered different approaches for the calculation of the p-value for fuzzy statistical tests. We have considered several approaches known from literature, and a new one, based on Lehmann's concept of the interval statistical hypothesis. For the particular problem of testing hypotheses about the mean in the normal distribution with known standard deviation, and a certain type of fuzziness (both in data and tested hypotheses), we have found approximate probability distributions of the respective defuzzified p-values. These distributions let us evaluate the compatibility of the observed data with the assumed hypothetical model.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: International Journal of Approximate Reasoning - Volume 93, February 2018, Pages 544-560
Journal: International Journal of Approximate Reasoning - Volume 93, February 2018, Pages 544-560
نویسندگان
Olgierd Hryniewicz,