Stochastic Processes: From Physics to Finance
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Author
Publication
2013-07-11 - Springer
Word Count
70,000 words, Guess
Page Count
280 pages
Identifiers
- Open LibraryOL26729770M
- ISBN-139783319003276
- ISBN-103319003275
Classifications
- LCCQC1-75
Description
This book introduces the theory of stochastic processes with applications taken from physics and finance. Fundamental concepts like the random walk or Brownian motion but also Levy-stable distributions are discussed. Applications are selected to show the interdisciplinary character of the concepts and methods. In the second edition of the book a discussion of extreme events ranging from their mathematical definition to their importance for financial crashes was included. The exposition of basic notions of probability theory and the Brownian motion problem as well as the relation between conservative diffusion processes and quantum mechanics is expanded. The second edition also enlarges the treatment of financial markets. Beyond a presentation of geometric Brownian motion and the Black-Scholes approach to option pricing as well as the econophysics analysis of the stylized facts of financial markets, an introduction to agent based modeling approaches is given.
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