Stochastic World

ISBN-13: 9783319033617 / Angielski / Miękka / 2015 / 339 str.

Sergey S. Stepanov

Opis

This monograph presents an introduction to the Ito calculus techniques used to handle stochastic differential equations. It covers a broad spectrum of techniques which are useful for working with stochastic equations.

Spis treści

Random Events.- Stochastic Equations.- Mean Values.- Probabilities.- Stochastic Integrals.- Systems of Equations.- Stochastic Nature.- Stochastic Society.- Computer Modeling.

Blurb

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.