The Statistical Mechanics of Financial Markets [electronic resource] / by Johannes Voit ; edited by R. Balian, W. Beiglböck, H. Grosse, W. Thirring.

By: Voit, Johannes [author.]
Contributor(s): Balian, R [editor.] | Beiglböck, W [editor.] | Grosse, H [editor.] | Thirring, W [editor.] | SpringerLink (Online service)
Material type: TextTextSeries: Texts and Monographs in Physics: Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 2005Edition: Third EditonDescription: XVI, 378 p. online resourceContent type: text Media type: computer Carrier type: online resourceISBN: 9783540262893Subject(s): Mathematics | Game theory | Statistical physics | Dynamical systems | Statistics | Economic theory | Mathematics | Game Theory, Economics, Social and Behav. Sciences | Statistical Physics, Dynamical Systems and Complexity | Statistics for Business/Economics/Mathematical Finance/Insurance | Economic Theory/Quantitative Economics/Mathematical MethodsAdditional physical formats: Printed edition:: No titleDDC classification: 519 LOC classification: HB144QA269-272Online resources: Click here to access online
Contents:
Basic Information on Capital Markets -- Random Walks in Finance and Physics -- The Black-Scholes Theory of Option Prices -- Scaling in Financial Data and in Physics -- Turbulence and Foreign Exchange Markets -- Derivative Pricing Beyond Black—Scholes -- Microscopic Market Models -- Theory of Stock Exchange Crashes -- Risk Management -- Economic and Regulatory Capital for Financial Institutions.
In: Springer eBooksSummary: This highly praised introductory treatment describes the parallels between statistical physics and finance - both those established in the 100-year long interaction between these disciplines, as well as new research results on financial markets. The random-walk technique, well known in physics, is also the basic model in finance, upon which are built, for example, the Black-Scholes theory of option pricing and hedging, plus methods of portfolio optimization. Here the underlying assumptions are assessed critically. Using empirical financial data and analogies to physical models such as fluid flows, turbulence, or superdiffusion, the book develops a more accurate description of financial markets based on random walks. With this approach, novel methods for derivative pricing and risk management can be formulated. Computer simulations of interacting-agent models provide insight into the mechanisms underlying unconventional price dynamics. It is shown that stock exchange crashes can be modelled in ways analogous to phase transitions and earthquakes, and sometimes have even been predicted successfully. This third edition of The Statistical Mechanics of Financial Markets especially stands apart from other treatments because it offers new chapters containing a practitioner's treatment of two important current topics in banking: the basic notions and tools of risk management and capital requirements for financial institutions, including an overview of the new Basel II capital framework which may well set the risk management standards in scores of countries for years to come.
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Basic Information on Capital Markets -- Random Walks in Finance and Physics -- The Black-Scholes Theory of Option Prices -- Scaling in Financial Data and in Physics -- Turbulence and Foreign Exchange Markets -- Derivative Pricing Beyond Black—Scholes -- Microscopic Market Models -- Theory of Stock Exchange Crashes -- Risk Management -- Economic and Regulatory Capital for Financial Institutions.

This highly praised introductory treatment describes the parallels between statistical physics and finance - both those established in the 100-year long interaction between these disciplines, as well as new research results on financial markets. The random-walk technique, well known in physics, is also the basic model in finance, upon which are built, for example, the Black-Scholes theory of option pricing and hedging, plus methods of portfolio optimization. Here the underlying assumptions are assessed critically. Using empirical financial data and analogies to physical models such as fluid flows, turbulence, or superdiffusion, the book develops a more accurate description of financial markets based on random walks. With this approach, novel methods for derivative pricing and risk management can be formulated. Computer simulations of interacting-agent models provide insight into the mechanisms underlying unconventional price dynamics. It is shown that stock exchange crashes can be modelled in ways analogous to phase transitions and earthquakes, and sometimes have even been predicted successfully. This third edition of The Statistical Mechanics of Financial Markets especially stands apart from other treatments because it offers new chapters containing a practitioner's treatment of two important current topics in banking: the basic notions and tools of risk management and capital requirements for financial institutions, including an overview of the new Basel II capital framework which may well set the risk management standards in scores of countries for years to come.

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