Fuzzy Probability and Statistics

By:

James J Buckley

Format:

Paperback / softback

Series:

Studies in Fuzziness and Soft Computing

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Description

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.

Release date Australia

November 22nd, 2010

Author

James J Buckley

Audience

Professional & Vocational

Edition

Softcover reprint of hardcover 1st ed. 2006

Illustrations

XIII, 270 p.

Pages

270

Series

Studies in Fuzziness and Soft Computing

Dimensions

170x244x15

ISBN-13

9783642068096

Product ID

11083424

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