Stochastic World
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Beschreibung
This book is an introduction into stochastic processes for physicists, biologists and financial analysts. Using an informal approach, all the necessary mathematical tools and techniques are covered, including the stochastic differential equations, mean values, probability distribution functions, stochastic integration and numerical modeling. Numerous examples of practical applications of the stochastic mathematics are considered in detail, ranging from physics to the financial theory. A reader with basic knowledge of the probability theory should have no difficulty in accessing the book content.
This book is an introduction into stochastic processes for physicists, biologists and financial analysts. Using an informal approach, all the necessary mathematical tools and techniques are covered, including the stochastic differential equations, mean values, probability distribution functions, stochastic integration and numerical modeling. Numerous examples of practical applications of the stochastic mathematics are considered in detail, ranging from physics to the financial theory. A reader with basic knowledge of the probability theory should have no difficulty in accessing the book content.
Requires only minimum prior knowledge of probability theory Ideally suited for professionals who want to quickly grasp the material Contains problems with detailed solutions in the appendix Written by an expert in the field
Autor*in
Sergey S. Stepanov
Themen in »Stochastic World«
Brownian Motion Feller Process Fokker-Planck Equation Ito Calculus Ito Lemma Ornstein-Uhlenbeck Process Random Processes Stochastic Oscillator