Bezruchko, Boris P.
Extracting Knowledge From Time Series
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)
- Bezruchko, Boris P.
- Smirnov, Dmitry A.
- 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