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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.
This book investigates the theory and application of stochastic processes across physics and finance. It builds upon fundamental concepts such as random walks, Brownian motion, and Levy-stable distributions, demonstrating their interdisciplinary relevance. The second edition enhances the discussion of extreme events, their mathematical definitions, and their role in financial crashes, while also expanding on the relationship between diffusion processes and quantum mechanics. Furthermore, it deepens the treatment of financial markets with new sections on agent-based modeling approaches alongside existing coverage of geometric Brownian motion and the Black-Scholes model.
The second edition of Wolfgang Paul's "Stochastic Processes: From Physics to Finance" expands upon its foundational exploration of stochastic theory with updated and augmented content. The inclusion of extreme events and agent-based modeling in financial markets, alongside a more detailed exposition of diffusion processes and quantum mechanics, suggests a text aimed at readers seeking a comprehensive understanding of these complex topics. The book's interdisciplinary approach, bridging physics and finance, positions it as a valuable resource for advanced students and researchers in quantitative fields.
Page Count:
280
Publication Date:
2013-01-01
ISBN-10:
3319003275
ISBN-13:
9783319003276
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