Fuzzy Statistical Inferences Based on Fuzzy Random Variables
Autor Gholamreza Hesamianen Limba Engleză Hardback – 25 feb 2022
Key Features:
- Includes example in Mathematica and MATLAB.
- Contains theoretical and applied exercises for each section.
- Presents various popular methods for analyzing fuzzy data.
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Specificații
ISBN-13: 9781032162225
ISBN-10: 1032162228
Pagini: 312
Ilustrații: 100 Tables, black and white; 24 Line drawings, black and white; 24 Illustrations, black and white
Dimensiuni: 156 x 234 x 19 mm
Greutate: 0.56 kg
Ediția:1
Editura: CRC Press
Colecția Chapman and Hall/CRC
ISBN-10: 1032162228
Pagini: 312
Ilustrații: 100 Tables, black and white; 24 Line drawings, black and white; 24 Illustrations, black and white
Dimensiuni: 156 x 234 x 19 mm
Greutate: 0.56 kg
Ediția:1
Editura: CRC Press
Colecția Chapman and Hall/CRC
Cuprins
1. Introduction 2. Probability of a fuzzy event 3. Descriptive statistics based on fuzzy data 4. Probability reasoning based on fuzzy random variable (FRV) 5. Fuzzy hypothesis testing for FRVs 6.Fuzzy quality control charts and time dependent fuzzy system reliability analysis for FRVs 7. Regression and time series models for FRVs
Notă biografică
Gholamreza Hesamian is associate professor of Statistics at Payame Noor University, Iran. His research areas include decision theory, probability theory, fuzzy mathematics and statistics.
Recenzii
"This book presents the most commonly used techniques for the most statistical inferences based on fuzzy data. It brings together many of the main ideas used in statistical inferences in one place, based on fuzzy information including fuzzy data. This book covers a much wider range of topics than a typical introductory text of fuzzy statistics. It includes common topics like elementary probability, descriptive statistics, hypothesis tests, one-way ANOVA, control-charts, reliability systems and regression models. The reader is assumed to know calculus and a little fuzzy set theory. The conventional knowledge of probability and statistics is required." - MathSciNet
Descriere
This book presents the most commonly used techniques for the most statistical inferences based on fuzzy data. It brings together many of the main ideas used statistical inferences in one place based on fuzzy information including fuzzy data. This book covers a much wider range of topics than a typical introductory text on fuzzy statistics.