A Statistical Analysis of Split Block Designs using Fuzzy Approach
Publish place: Fourth International Conference on Soft Computing
Publish Year: 1400
نوع سند: مقاله کنفرانسی
زبان: English
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شناسه ملی سند علمی:
CSCG04_003
تاریخ نمایه سازی: 23 اسفند 1400
Abstract:
The past years have witnessed rapid changes in the development of new approaches for the design and the analysis of split-plot experiments, especially in the agricultural field. In some cases, it is difficult to gain exact observations due to circumstances beyond control. In those cases, the analysis of fuzzy observations is applied. In this study, a statistical manner analysis of split-plot design was proposed using the α-cut interval approach of the trapezoidal fuzzy numbers. It is a new approach that can create a flexible method to calculate sums of squares, which have complex mathematical expressions. Based on the numerical results, it was found that the proposed method is flexible and can be effectively performed.
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Authors
Abdulrahman Al Aita
Department of Statistics, University of Isfahan, Isfahan, Iran
Hooshang Talebi
Department of Statistics, University of Isfahan, Isfahan, Iran