Fuzzy Statistics

This monograph introduces elementary fuzzy statistics based on crisp nonfuzzy data. Inampnbspthe introductory chapters the book presents a veryreadable survey o... » 

This monograph introduces elementary fuzzy statistics based on crisp nonfuzzy data. Inampnbspthe introductory chapters the book presents a veryreadable survey of fuzzy sets including fuzzy arithmetic and fuzzy functions.The book develops fuzzy estimation and demonstrates the construction of fuzzyestimators for various important and special cases of variance mean anddistribution functions. It is shown how to use fuzzy estimators in hypothesistesting and regression whichampnbspleads to a comprehensive presentation offuzzy hypothesis testing and fuzzy regression as well as fuzzy prediction. «