Processes with long-range correlations : theory and applications
Processes with long range correlations occur in a wide variety of fields ranging from physics and biology to economics and finance. This book, suitable for both graduate students and specialists, brings the reader up to date on this rapidly developing field. A distinguished group of experts have bee...
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| Další autoři: | |
| Médium: | Livre numérique |
| Jazyk: | Anglais |
| Vydáno: |
Berlin [etc.] :
Springer
[20..].
Cham : Springer Nature |
| Edice: | Lecture notes in physics
621 |
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| On-line přístup: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
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Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Processes with long-range correlations, theory and applications, G. Rangarajan, M. Ding (eds.), Berlin, Springer, 2003, 1 volume (XVIII-392 p.), Lecture notes in physics, 3-540-40129-6 • Processes with Long-Range Correlations, Texte imprimé, 9783642072673 • Processes with Long-Range Correlations, Texte imprimé, 9783662143841 |
Obsah:
- Theory
- Prediction of Long-Memory Time Series: A Tutorial Review
- Fractional Brownian Motion and Fractional Gaussian Noise
- Scaling and Wavelets: An Introductory Walk
- Wavelet Estimation for the Hurst Parameter in Stable Processes
- From Stationarity to Self-similarity, and Back: Variations on the Lamperti Transformation
- Fractal Sums of Pulses and a Practical Challenge to the Distinction Between Local and Global Dependence
- Applications
- Supra-diffusion
- Fractional diffusion Processes: Probability Distributions and Continuous Time Random Walk
- First Passage Distributions for Long Memory Processes
- Non-Gaussian Statistics and Anomalous diffusion in Porous Media
- Directed Transport in AC-Driven Hamiltonian Systems
- Patterns and Correlations in Economic Phenomena Uncovered Using Concepts of Statistical Physics
- Semiparametric Modeling of Stochastic and Deterministic Trends and Fractional Stationarity
- Interaction Models for Common Long-Range Dependence in Asset Prices Volatility
- Long Memory and Economic Growth in the World Economy Since the 19th Century
- Correlations and Memory in Neurodynamical Systems
- Long Range Dependence in Human Sensorimotor Coordination
- Scaling and Criticality in Large-Scale Neuronal Activity
- Long-Range Dependence in Heartbeat Dynamics
- Multifractals: From Modeling to Control of Broadband Network Traffic.