Random Processes in Physics and Finance
Melvin Lax, Wei Cai, and Min Xu
Abstract
This book discusses random processes in physics, from basic probability theory to the Fokker-Planck process and Langevin equation for the Fokker Planck process and diffusion. It includes diverse applications, such as explanations of very narrow laser width, analytical solutions of the elastic Boltzmann transport equation, and a critical viewpoint of mathematics currently used in the world of finance. The name ‘econophysics’ has been used to denote the use of the mathematical techniques developed for the study of random processes in physical systems to applications in the economic and financial ... More
This book discusses random processes in physics, from basic probability theory to the Fokker-Planck process and Langevin equation for the Fokker Planck process and diffusion. It includes diverse applications, such as explanations of very narrow laser width, analytical solutions of the elastic Boltzmann transport equation, and a critical viewpoint of mathematics currently used in the world of finance. The name ‘econophysics’ has been used to denote the use of the mathematical techniques developed for the study of random processes in physical systems to applications in the economic and financial worlds. Since a substantial number of physicists are now employed in the financial arena or are doing research in this area, it is appropriate to give a course that emphasises and relates physical applications to financial applications. The course and text in this book differ from mathematical texts by emphasising the origins of noise, as opposed to an analysis of its transformation by linear and nonlinear devices. Among other topics, this book discusses thermal noise, shot noise, fluctuation-dissipation theorem, and delta functions.
Keywords:
random processes,
probability theory,
Fokker-Planck process,
Langevin equation,
Boltzmann transport equation,
noise,
delta functions,
fluctuation-dissipation theorem
Bibliographic Information
| Print publication date: 2006 |
Print ISBN-13: 9780198567769 |
| Published to Oxford Scholarship Online: January 2010 |
DOI:10.1093/acprof:oso/9780198567769.001.0001 |
Authors
Affiliations are at time of print publication.
Melvin Lax, Author
Department of Physics, City University of New York
Wei Cai, Author
Department of Physics, City University of New York
Min Xu, Author
Department of Physics, City University of New York
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