Stochastic Dynamical Systems: Concepts, Numerical Methods, Data Analysis

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John Wiley & Sons, 12.11.1993 - 552 Seiten
This unique volume introduces the reader to the mathematical language for complex systems and is ideal for students who are starting out in the study of stochastical dynamical systems. Unlike other books in the field it covers a broad array of stochastic and statistical methods.
 

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Inhalt

Stochastic Processes and Complex Systems
4
Random Variables
7
Analysis of Stationary Data
40
Deduction of Models from Data
90
Classification Methods
134
Basic Equations for Stochastic Processes
159
Master Equations
190
Numerical Methods for the Solution
215
Functional Integrals in Stochastics
316
Perturbation Theory and Approximations
336
Time Series
371
Linear Models for Stochastic Processes
412
CONTENTS
489
Tables
509
Index
529
Urheberrecht

CONTENTS xv
289

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Über den Autor (1993)

Josef Honerkamp is the author of Stochastic Dynamical Systems: Concepts, Numerical Methods, Data Analysis, published by Wiley.

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