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Bezruchko, Boris P.

Extracting Knowledge From Time Series

Bezruchko, Boris P. - Extracting Knowledge From Time Series, ebook

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ISBN: 9783642126017
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Table of contents

1. The Concept of Model. What is Remarkable in Mathematical Models
Boris P. Bezruchko, Dmitry A. Smirnov

2. Two Approaches to Modelling and Forecast
Boris P. Bezruchko, Dmitry A. Smirnov

3. Dynamical (Deterministic) Models of Evolution
Boris P. Bezruchko, Dmitry A. Smirnov

4. Stochastic Models of Evolution
Boris P. Bezruchko, Dmitry A. Smirnov

5. Problem Posing in Modelling from Data Series
Boris P. Bezruchko, Dmitry A. Smirnov

6. Data Series as a Source for Modelling
Boris P. Bezruchko, Dmitry A. Smirnov

7. Restoration of Explicit Temporal Dependencies
Boris P. Bezruchko, Dmitry A. Smirnov

8. Model Equations: Parameter Estimation
Boris P. Bezruchko, Dmitry A. Smirnov

9. Model Equations: Restoration of Equivalent Characteristics
Boris P. Bezruchko, Dmitry A. Smirnov

10. Model Equations: “Black Box” Reconstruction
Boris P. Bezruchko, Dmitry A. Smirnov

11. Practical Applications of Empirical Modelling
Boris P. Bezruchko, Dmitry A. Smirnov

12. Identification of Directional Couplings
Boris P. Bezruchko, Dmitry A. Smirnov

13. Outdoor Examples
Boris P. Bezruchko, Dmitry A. Smirnov

Keywords: Physics, Statistical Physics, Dynamical Systems and Complexity, Geophysics/Geodesy, Quantitative Finance, Game Theory/Mathematical Methods, Environmental Physics

Author(s)
 
Publisher
Springer
Publication year
2010
Language
en
Edition
1
Series
Springer Series in Synergetics
Page amount
21 pages
Category
Natural Sciences
Format
Ebook
eISBN (PDF)
9783642126017

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