Fuzzy Probability and Statistics
Publication year: 2006
ISBN: 978-3-540-33190-2
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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.
Subject: Engineering, ANOVA, Estimator, Fuzzy, Fuzzy Probabilities, Fuzzy Statistics, Maple, Median, Probability theory, Random variable, Regression, Variance, correlation, fuzzy set, linear regression, statistics
