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
Tabla de Contenidos:
  • 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.

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