Fuzzy statistical decision-making : theory and applications /: theory and applications. (2016)

• Record Type: Book
• Further Information: Note: Cengiz Kahraman, Özgür Kabak, editors.
• Editors: Kahraman, Cengiz; Kabak, Özgür
• Contents: Intro; Preface; Contents; 1 Fuzzy Statistical Decision-Making; Abstract; 1 Introduction; 2 Literature Review: Graphical Illustrations; 2.1 Classification with Respect to Publication Years; 2.2 Classification with Respect to Affiliations; 2.3 Classification with Respect to Authors; 2.4 Classification with Respect to Countries; 2.5 Classification with Respect to Document Type; 2.6 Classification with Respect to Subject Areas; 3 Books on Fuzzy Statistics; 4 Fuzzy Statistical Decision-Making: An Example; 5 Conclusion; References; 2 Fuzzy Probability Theory I: Discrete Case; Abstract 1 Introduction2 Fuzzy Random Variables; 2.1 The FRV Model by Puri and Ralescu; 2.2 The FRV Model by Buckley Based on Kwakernaak; 3 Alpha-Cuts; 4 Fuzzy Probability; 5 Fuzzy Discrete Expectation; 6 Fuzzy Conditional Probability; 7 Fuzzy Independency; 8 Fuzzy Bayes Formula; 9 Fuzzy Hypergeometric Distribution; 10 Fuzzy Binomial Distribution; 11 Fuzzy Poisson Distribution; 12 Conclusion; References; 3 Fuzzy Probability Theory II: Continuous Case; Abstract; 1 Introduction; 2 Fuzzy Continuous Expectation; 3 Fuzzy Uniform Distribution; 4 Fuzzy Exponential Distribution; 5 Fuzzy Laplace Distribution 6 Fuzzy Normal Distribution7 Fuzzy Lognormal Distribution; 8 Conclusion; References; 4 On Fuzzy Bayesian Inference; Abstract; 1 Introduction; 2 Fuzzy Numbers and Fuzzy Vectors; 3 Fuzzy A-priori Distributions; 4 Fuzzy Data; 5 Generalized Bayes' Theorem; 6 Fuzzy Predictive Distributions; 7 Example; 8 Final Remark; References; 5 Fuzzy Central Tendency Measures; Abstract; 1 Introduction; 2 Literature Review; 3 Central Tendency Measures; 3.1 Mean; 3.2 Median; 3.3 Mode; 3.4 Geometric Mean; 3.5 Harmonic Mean; 3.6 Quadratic Mean; 3.7 Graphical Representation of Data; 3.7.1 Stem-and-Leaf Plots 3.7.2 Frequency Distribution Tables3.7.3 Histograms; 3.7.4 Frequency Polygons; 3.7.5 Bar Charts; 3.7.6 Pie Charts; 4 Central Tendency Measures Under Fuzziness; 4.1 Fuzzy Arithmetic Mean; 4.2 Fuzzy Median; 4.3 Fuzzy Mode; 5 Fuzzy Frequency Distribution; 6 Fuzzy Graphics; 6.1 Fuzzy Stem-and-Leaf Display; 6.2 Fuzzy Histograms; 6.3 Fuzzy Frequency Polygons; 7 Conclusion; References; 6 Fuzzy Dispersion Measures; Abstract; 1 Introduction; 2 Classical Dispersion Measures; 2.1 Standard Deviation and Variance; 2.2 Mean Absolute Deviation; 2.3 Coefficient of Variation; 2.4 Range 2.5 The Interquartile Range3 Dispersion Measures Under Fuzziness; 3.1 Fuzzy Variance and Fuzzy Standard Deviation; 3.2 Fuzzy Mean Absolute Deviation; 3.3 Fuzzy Coefficient of Variation; 3.4 Fuzzy Range; 3.5 Fuzzy Interquartile Range; 4 Conclusion; References; 7 Sufficiency, Completeness, and Unbiasedness Based on Fuzzy Sample Space; Abstract; 1 Introduction and Motivation; 2 Literature Survey; 3 Preliminaries; 4 Sufficiency and Completeness; 5 Unbiasedness; 6 Numerical Examples; 7 Conclusion; References; 8 Fuzzy Confidence Regions; Abstract; 1 Introduction; 2 Fuzzy Data
• Publisher Details: Switzerland : Springer
• Publication Date: 2016
• Extent: 1 online resource (xii, 356 pages), illustrations (some color)
• Subjects: 519.5/42; Engineering; Fuzzy decision making; Fuzzy decision making; Mathematics -- Probability & Statistics -- General; Business & Economics -- Operations Research; Probability & statistics; Operational research; Mathematical statistics; Operations research; Computers -- Intelligence (AI) & Semantics; Artificial intelligence; Electronic books
• Languages: English
• ISBNs: 9783319390147; 3319390147; 3319390120; 9783319390123
• Related ISBNs: 9783319390123
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed July 20, 2016).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.