Fuzzy statistical inferences based on fuzzy random variables
著者
書誌事項
Fuzzy statistical inferences based on fuzzy random variables
CRC Press, 2022
First edition
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注記
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
収録内容
- 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
内容説明・目次
内容説明
Includes example in Mathematica and MATLAB.
Contains theoretical and applied exercises for each section.
Presents various popular methods for analyzing fuzzy data.
目次
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
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