Fuzzy probability and statistics /
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| Author / Creator: | Buckley, James J., 1936- |
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| Imprint: | Berlin : Springer-Verlag, 2006. |
| Description: | 1 online resource (xiii, 270 pages) : illustrations. |
| Language: | English |
| Series: | Studies in fuzziness and soft computing, 1860-0808 ; v. 196 Studies in fuzziness and soft computing ; v. 196. |
| Subject: | |
| Format: | E-Resource Book |
| URL for this record: | http://pi.lib.uchicago.edu/1001/cat/bib/11068935 |
| Summary: | This book combines material from our previous books FP (Fuzzy Probabilities: New Approach and Applications,Physica-Verlag, 2003) and FS (Fuzzy Statistics, Springer, 2004), plus has about one third new results. From FP we have material on basic fuzzy probability, discrete (fuzzy Poisson,binomial) and continuous (uniform, normal, exponential) fuzzy random variables. From FS we included chapters on fuzzy estimation and fuzzy hypothesis testing related to means, variances, proportions, correlation and regression. New material includes fuzzy estimators for arrival and service rates, and the uniform distribution, with applications in fuzzy queuing theory. Also, new to this book, is three chapters on fuzzy maximum entropy (imprecise side conditions) estimators producing fuzzy distributions and crisp discrete/continuous distributions. Other new results are: (1) two chapters on fuzzy ANOVA (one-way and two-way); (2) random fuzzy numbers with applications to fuzzy Monte Carlo studies; and (3) a fuzzy nonparametric estimator for the median. |
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| Physical Description: | 1 online resource (xiii, 270 pages) : illustrations. |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: | 9783540331902 3540331905 3540308415 9783540308416 1280613092 9781280613098 |
| ISSN: | 1860-0808 ; |