Fuzzy Probability and Statistics

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...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Buckley, James J. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2006.
Edición:1st ed. 2006.
Colección:Studies in Fuzziness and Soft Computing, 196
Temas:
Computer science.
Engineering mathematics.
Engineering-Data processing.
Artificial intelligence.
Political science.
Theory of Computation.
Mathematical and Computational Engineering Applications.
Artificial Intelligence.
Political Science.
Acceso en línea:Texto Completo

MARC

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245 1 0 |a Fuzzy Probability and Statistics  |h [electronic resource] /  |c by James J. Buckley. 
250 |a 1st ed. 2006. 
264 1 |a Berlin, Heidelberg :  |b Springer Berlin Heidelberg :  |b Imprint: Springer,  |c 2006. 
300 |a XIII, 270 p.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
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490 1 |a Studies in Fuzziness and Soft Computing,  |x 1860-0808 ;  |v 196 
505 0 |a Fuzzy Sets -- Fuzzy Probability Theory -- Discrete Fuzzy Random Variables -- Continuous Fuzzy Random Variables -- Estimate ?, Variance Known -- Estimate ?, Variance Unknown -- Estimate p, Binomial Population -- Estimate ?2 from a Normal Population -- Fuzzy Arrival/Service Rates -- Fuzzy Uniform -- Fuzzy Max Entropy Principle -- Max Entropy: Crisp Discrete Solutions -- Max Entropy: Crisp Continuous Solutions -- Tests on ?, Variance Known -- Tests on ?, Variance Unknown -- Tests on p for a Binomial Population -- Tests on ?2, Normal Population -- Fuzzy Correlation -- Estimation in Simple Linear Regression -- Fuzzy Prediction in Linear Regression -- Hypothesis Testing in Regression -- Estimation in Multiple Regression -- Fuzzy Prediction in Regression -- Hypothesis Testing in Regression -- Fuzzy One-Way ANOVA -- Fuzzy Two-Way ANOVA -- Fuzzy Estimator for the Median -- Random Fuzzy Numbers -- Selected Maple/Solver Commands -- Summary and Future Research. 
520 |a 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. 
650 0 |a Computer science. 
650 0 |a Engineering mathematics. 
650 0 |a Engineering-Data processing. 
650 0 |a Artificial intelligence. 
650 0 |a Political science. 
650 1 4 |a Theory of Computation. 
650 2 4 |a Mathematical and Computational Engineering Applications. 
650 2 4 |a Artificial Intelligence. 
650 2 4 |a Political Science. 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer Nature eBook 
776 0 8 |i Printed edition:  |z 9783642068096 
776 0 8 |i Printed edition:  |z 9783540818717 
776 0 8 |i Printed edition:  |z 9783540308416 
830 0 |a Studies in Fuzziness and Soft Computing,  |x 1860-0808 ;  |v 196 
856 4 0 |u https://doi.uam.elogim.com/10.1007/3-540-33190-5  |z Texto Completo 
912 |a ZDB-2-ENG 
912 |a ZDB-2-SXE 
950 |a Engineering (SpringerNature-11647) 
950 |a Engineering (R0) (SpringerNature-43712) 

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