Stochastic Dynamical Systems: Concepts, Numerical Methods, Data Analysis

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.

Spis treści:
From the Contents:
Stochastic Processes and Complex Systems/
Random Variables/
Analysis of Stationary Data/
Deduction of
Models from Data/
Classification Methods/
Basic Equations for Stochastic Processes/
Master Equations/
Numerical Methods for the Solution of Master Equations/
Stochastic Differential Equations: Analytical
Procedures/
Numerical Methods for Stochastic Differential Equations/
Functional Integrals in Stochastics/
Perturbation Theory and Approximations that Go Further/
Time Series/
Linear Models for Stochastic
Processes