Microscopic Simulation of Financial Markets: From Investor Behavior to Market Phenomena
Autor Haim Levy, Moshe Levy, Sorin Solomonen Limba Engleză Hardback – aug 2000
Most models in economics and finance assume that investors are rational. However, experimental studies reveal systematic deviations from rational behavior. How can we determine the effect of investors' deviations from rational behavior on asset prices and market dynamics? By using Microscopic Simulation, a methodology originally developed by physicists for the investigation of complex systems, the authors are able to relax classical assumptions about investor behavior and to model it as empirically and experimentally observed. This rounded and judicious introduction to the application of MS in finance and economics reveals that many of the empirically-observed "puzzles" in finance can be explained by investors' quasi-rationality.
Researchers use the book because it models heterogeneous investors, a group that has proven difficult to model. Being able to predict how people will invest and setting asset prices accordingly is inherently appealing, and the combination of computing power and statistical mechanics in this book makes such modeling possible. Because many finance researchers have backgrounds in physics, the material here is accessible.
- Emphasizes investor behavior in determining asset prices and market dynamics
- Introduces Microscopic Simulation within a simplified framework
- Offers ways to model deviations from rational decision-making
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Specificații
ISBN-13: 9780124458901
ISBN-10: 0124458904
Pagini: 300
Dimensiuni: 152 x 229 x 19 mm
Greutate: 0.58 kg
Ediția:New.
Editura: ELSEVIER SCIENCE
ISBN-10: 0124458904
Pagini: 300
Dimensiuni: 152 x 229 x 19 mm
Greutate: 0.58 kg
Ediția:New.
Editura: ELSEVIER SCIENCE
Public țintă
University and commercial finance researchers, and graduate students.Cuprins
Classic Models in Finance: Solved and Unsolved Issues
Decision Weights, Change of Wealth, and Value Function: The Experimental Evidence
Empirical and Experimental Evidence Regarding Preferences: Absolute and Relative Risk Aversion
Inefficient Choices and Investors' Irrationality
The Microscopic Simulation Method
Microscopic Simulations in Various Fields
The LLS Microscopic Simulation Model
Various Financial Microscopic Simulations
Prospect Theory, Asset Pricing, and Market Dynamics
Applications of Microscopic Simulation to the CAPM: Heterogeneous Expectations and the Number of Assets in the Portfolio
Application of Microscopic Simulation to Option Pricing: Uncertainty and Disagreement about the Volatility
Decision Weights, Change of Wealth, and Value Function: The Experimental Evidence
Empirical and Experimental Evidence Regarding Preferences: Absolute and Relative Risk Aversion
Inefficient Choices and Investors' Irrationality
The Microscopic Simulation Method
Microscopic Simulations in Various Fields
The LLS Microscopic Simulation Model
Various Financial Microscopic Simulations
Prospect Theory, Asset Pricing, and Market Dynamics
Applications of Microscopic Simulation to the CAPM: Heterogeneous Expectations and the Number of Assets in the Portfolio
Application of Microscopic Simulation to Option Pricing: Uncertainty and Disagreement about the Volatility
Recenzii
"Levy, Levy, and Solomon's Microscopic Simulation of Financial Markets points us towards the future of financial economics. If we restrict ourselves to models which can be solved analytically, we will be modeling for our mutual entertainment, not to maximize explanatory or predictive power." --HARRY M. MARKOWITZ, President, Harry Markowitz Co., and Nobel Laureate in Economics
"Many theoretical physicists now try to apply their research techniques to problems in finance; this is a book to help them in such computer simulations. In contrast to earlier "econophysics" books, Levy et al. Emphasize the modeling of individual traders, and they give credit to economists who used such methods already before." --DIETRICH STAUFFER, Physics Department, Cologne University, Cologne, Germany
"This book contains the first fully comprehensive treatment of Microscopic Simulation in finance. The authors make a compelling case that this technique, originally used in physics to solve otherwise intractable problems, is destined to become a standard tool in finance. It is particularly well-suited for highly complex financial problems in behavioral finance where standard methods are inadequate." --RICHARD ROLL, Allstate Professor of Insurance and Finance at the Anderson School of Business, UCLA
"Many theoretical physicists now try to apply their research techniques to problems in finance; this is a book to help them in such computer simulations. In contrast to earlier "econophysics" books, Levy et al. Emphasize the modeling of individual traders, and they give credit to economists who used such methods already before." --DIETRICH STAUFFER, Physics Department, Cologne University, Cologne, Germany
"This book contains the first fully comprehensive treatment of Microscopic Simulation in finance. The authors make a compelling case that this technique, originally used in physics to solve otherwise intractable problems, is destined to become a standard tool in finance. It is particularly well-suited for highly complex financial problems in behavioral finance where standard methods are inadequate." --RICHARD ROLL, Allstate Professor of Insurance and Finance at the Anderson School of Business, UCLA