Statistical and Fuzzy Approaches to Data Processing with Applications to Econometrics and Other Areas In Honor of Hung Nguyen’s 75th Birthday 1st edition by Vladik Kreinovich 3030456191 9783030456191

Statistical and Fuzzy Approaches to Data Processing, with Applications to Econometrics and Other Areas: In Honor of Hung T. Nguyen’s 75th Birthday 1st edition by Vladik Kreinovich – Ebook PDF Instant Download/DeliveryISBN:  3030456191, 9783030456191 

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Product details:

ISBN-10 :  3030456191 

ISBN-13 : 9783030456191

Author:   Vladik Kreinovich 

Mainly focusing on processing uncertainty, this book presents state-of-the-art techniques and demonstrates their use in applications to econometrics and other areas. Processing uncertainty is essential, considering that computers – which help us understand real-life processes and make better decisions based on that understanding – get their information from measurements or from expert estimates, neither of which is ever 100% accurate. Measurement uncertainty is usually described using probabilistic techniques, while uncertainty in expert estimates is often described using fuzzy techniques. Therefore, it is important to master both techniques for processing data. This book is highly recommended for researchers and students interested in the latest results and challenges in uncertainty, as well as practitioners who want to learn how to use the corresponding state-of-the-art techniques.

Statistical and Fuzzy Approaches to Data Processing, with Applications to Econometrics and Other Areas: In Honor of Hung T. Nguyen’s 75th Birthday 1st table of contents:

1. An Enjoyable Research Journey on Uncertainty
2. A Bayesian Dilemma
3. The Fell Compactification of a Poset
4. Is Time Fuzzy?
5. Hung Jury: The Verdict on Uncertainty
6. Applications of Type-2 Fuzzy Sets with Set Approximation Approaches: A Summary
7. A Remark on the Caristi’s Fixed Point Theorem and the Brouwer Fixed Point Theorem
8. Thick Sets, Multiple-Valued Mappings, and Possibility Theory
9. A Tacit Assumption Behind Lewis Triviality That Is Not Applicable to Product Space Conditional Event Algebra
10. Arrondir le cercle…
11. Beyond p-Boxes and Interval-Valued Moments: Natural Next Approximations to General Imprecise Probabilities
12. How to Reconcile Maximum Entropy Approach with Intuition: E.g., Should Interval Uncertainty Be Represented by a Uniform Distribution
13. Time Series: How Unusual Local Behavior Can Be Recognized Using Fuzzy Modeling Methods
14. Fuzzy-Based Methods in Data Analysis with the Focus on Dimensionality Reduction
15. Perception and Reality
16. The Falsificationist Foundation for Null Hypothesis Significance Testing
17. A Wavelet Strategy to Buy Low and Sell High
18. A Note on the Relation Between Liu’s Uncertain Measure and Choquet Capacity
19. The Joint Distribution of the Discrete Random Set Vector and Bivariate Coarsening at Random Model

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Tags: Statistical, Fuzzy Approaches, Data Processing, Applications, Applications, Other Areas, Vladik Kreinovich