Fuzzy statistical inferences based on fuzzy random variables
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Bibliographic Information
Fuzzy statistical inferences based on fuzzy random variables
CRC Press, 2022
First edition
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Content Type: text (rdacontent), Media Type: unmediated (rdamedia), Carrier Type: volume (rdacarrier)
Includes bibliographical references and index
Summary: "This book presents the most commonly used techniques for the most statistical inferences based on fuzzy data. For this purpose, it provides common, simple techniques for statistical inference for fuzzy data. For simplicity in theoretical applications and in calculations, all fuzzy statistical procedures were conducted on fuzzy numbers"-- Provided by publisher
Contents of Works
- Probability of a fuzzy event
- Descriptive statistics based on fuzzy data
- Probability reasoning based on fuzzy random variable (FRV)
- Fuzzy hypothesis testing for FRVs
- Fuzzy quality control charts and time dependent fuzzy system reliability analysis for FRVs
- Regression and time series models for FRVs
Description and Table of Contents
Description
Includes example in Mathematica and MATLAB.
Contains theoretical and applied exercises for each section.
Presents various popular methods for analyzing fuzzy data.
Table of Contents
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
by "Nielsen BookData"
