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2011 | OriginalPaper | Chapter

Agent Based Computational Economics

Author : Moshe Levy

Published in: Complex Systems in Finance and Econometrics

Publisher: Springer New York

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Article Outline

Glossary
Definition of the Subject
Introduction
Some of the Pioneering Studies
Illustration with the LLS Model
Summary and Future Directions
Bibliography

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Literature
1.
go back to reference Admati A, Pfleiderer P (1988) A theory of intraday patterns: Volume and price variability. Rev Financ Stud 1:3–40CrossRef Admati A, Pfleiderer P (1988) A theory of intraday patterns: Volume and price variability. Rev Financ Stud 1:3–40CrossRef
2.
go back to reference Arthur WB (1994) Inductive reasoning and bounded rationality (The El Farol problem). Am Econ Rev 84:406–411 Arthur WB (1994) Inductive reasoning and bounded rationality (The El Farol problem). Am Econ Rev 84:406–411
3.
go back to reference Arthur WB, Holland JH, Lebaron B, Palmer RG, Tayler P (1997) Asset pricing under endogenous expectations in an artificial stock market. In: Arthur WB, Durlauf S, Lane D (eds) The economy as an evolving complex system II. Addison-Wesley, Redwood City Arthur WB, Holland JH, Lebaron B, Palmer RG, Tayler P (1997) Asset pricing under endogenous expectations in an artificial stock market. In: Arthur WB, Durlauf S, Lane D (eds) The economy as an evolving complex system II. Addison-Wesley, Redwood City
4.
go back to reference Brock WA, Hommes CA (1998) Heterogeneous beliefs and routes to chaos in a simple asset pricing model. J Econ Dyn Control 22:1235–1274CrossRef Brock WA, Hommes CA (1998) Heterogeneous beliefs and routes to chaos in a simple asset pricing model. J Econ Dyn Control 22:1235–1274CrossRef
5.
go back to reference Egenter E, Lux T, Stauffer D (1999) Finite size effects in Monte Carlo Simulations of two stock market models. Physica A 268:250–256CrossRef Egenter E, Lux T, Stauffer D (1999) Finite size effects in Monte Carlo Simulations of two stock market models. Physica A 268:250–256CrossRef
6.
go back to reference Epstein JM, Axtell RL (1996) Complex adaptive systems. In: Growing artificial societies: Social science from the bottom up. MIT Press, Washington DC Epstein JM, Axtell RL (1996) Complex adaptive systems. In: Growing artificial societies: Social science from the bottom up. MIT Press, Washington DC
7.
go back to reference Fama E, French K (1988) Permanent and temporary components of stock prices. J Political Econ 96:246–273CrossRef Fama E, French K (1988) Permanent and temporary components of stock prices. J Political Econ 96:246–273CrossRef
8.
go back to reference Friend I, Blume ME (1975) The demand for risky assets. Am Econ Rev 65:900–922 Friend I, Blume ME (1975) The demand for risky assets. Am Econ Rev 65:900–922
9.
go back to reference Gordon J, Paradis GE, Rorke CH (1972) Experimental evidence on alternative portfolio decision rules. Am Econ Rev 62(1):107–118 Gordon J, Paradis GE, Rorke CH (1972) Experimental evidence on alternative portfolio decision rules. Am Econ Rev 62(1):107–118
10.
go back to reference Grossman S, Stiglitz J (1980) On the impossibility of informationally efficient markets. Am Econ Rev 70:393–408 Grossman S, Stiglitz J (1980) On the impossibility of informationally efficient markets. Am Econ Rev 70:393–408
11.
go back to reference Hellthaler T (1995) The influence of investor number on a microscopic market. Int J Mod Phys C 6:845–852CrossRef Hellthaler T (1995) The influence of investor number on a microscopic market. Int J Mod Phys C 6:845–852CrossRef
12.
go back to reference Hommes CH (2002) Modeling the stylized facts in finance through simple nonlinear adaptive systems. PNAS 99:7221–7228CrossRef Hommes CH (2002) Modeling the stylized facts in finance through simple nonlinear adaptive systems. PNAS 99:7221–7228CrossRef
13.
go back to reference Jegadeesh N, Titman S (1993) Returns to buying winners and selling losers: Implications for stock market efficiency. J Finance 48:65–91CrossRef Jegadeesh N, Titman S (1993) Returns to buying winners and selling losers: Implications for stock market efficiency. J Finance 48:65–91CrossRef
14.
go back to reference Karpoff J (1987) The relationship between price changes and trading volume: A survey. J Financ Quantitative Anal 22:109–126CrossRef Karpoff J (1987) The relationship between price changes and trading volume: A survey. J Financ Quantitative Anal 22:109–126CrossRef
15.
go back to reference Kim GW, Markowitz HM (1989) Investment rules, margin, and market volatility. J Portf Manag 16:45–52CrossRef Kim GW, Markowitz HM (1989) Investment rules, margin, and market volatility. J Portf Manag 16:45–52CrossRef
16.
go back to reference Kirman AP (1992) Whom or what does the representative agent represent? J Econ Perspectiv 6:117–136 Kirman AP (1992) Whom or what does the representative agent represent? J Econ Perspectiv 6:117–136
17.
go back to reference Kohl R (1997) The influence of the number of different stocks on the Levy, Levy Solomon model. Int J Mod Phys C 8:1309–1316CrossRef Kohl R (1997) The influence of the number of different stocks on the Levy, Levy Solomon model. Int J Mod Phys C 8:1309–1316CrossRef
18.
go back to reference Kroll Y, Levy H, Rapoport A (1988) Experimental tests of the separation theorem and the capital asset pricing model. Am Econ Rev 78:500–519 Kroll Y, Levy H, Rapoport A (1988) Experimental tests of the separation theorem and the capital asset pricing model. Am Econ Rev 78:500–519
19.
go back to reference LeBaron B (2000) Agent-based computational finance: Suggested readings and early research. J Econ Dyn Control 24:679–702CrossRef LeBaron B (2000) Agent-based computational finance: Suggested readings and early research. J Econ Dyn Control 24:679–702CrossRef
20.
go back to reference Levy H (1994) Absolute and relative risk aversion: An experimental study. J Risk Uncertain 8:289–307CrossRef Levy H (1994) Absolute and relative risk aversion: An experimental study. J Risk Uncertain 8:289–307CrossRef
21.
go back to reference Levy H, Lim KC (1998) The economic significance of the cross-sectional autoregressive model: Further analysis. Rev Quant Finance Acc 11:37–51CrossRef Levy H, Lim KC (1998) The economic significance of the cross-sectional autoregressive model: Further analysis. Rev Quant Finance Acc 11:37–51CrossRef
22.
go back to reference Levy M, Levy H (1996) The danger of assuming homogeneous expectations. Financ Analyst J 52:65–70CrossRef Levy M, Levy H (1996) The danger of assuming homogeneous expectations. Financ Analyst J 52:65–70CrossRef
23.
go back to reference Levy M, Levy H, Solomon S (1994) A microscopic model of the stock market: Cycles, booms, and crashes. Econs Lett 45:103–111CrossRef Levy M, Levy H, Solomon S (1994) A microscopic model of the stock market: Cycles, booms, and crashes. Econs Lett 45:103–111CrossRef
24.
go back to reference Levy M, Levy H, Solomon S (2000) Microscopic simulation of financial markets. Academic Press, San Diego Levy M, Levy H, Solomon S (2000) Microscopic simulation of financial markets. Academic Press, San Diego
25.
go back to reference Levy M, Persky N, Solomon, S (1996) The complex dyn of a simple stock market model. Int J High Speed Comput 8:93–113CrossRef Levy M, Persky N, Solomon, S (1996) The complex dyn of a simple stock market model. Int J High Speed Comput 8:93–113CrossRef
26.
27.
go back to reference Lux T (1998) The socio-economic dynamics of speculative bubbles: Interacting agents, chaos, and the fat tails of returns distributions. J Econ Behav Organ 33:143–165CrossRef Lux T (1998) The socio-economic dynamics of speculative bubbles: Interacting agents, chaos, and the fat tails of returns distributions. J Econ Behav Organ 33:143–165CrossRef
28.
go back to reference Lux T, Marchesi M (1999) Volatility clustering in financial markets: A micro-simulation of interacting agents. Nature 397:498CrossRef Lux T, Marchesi M (1999) Volatility clustering in financial markets: A micro-simulation of interacting agents. Nature 397:498CrossRef
29.
go back to reference Orcutt GH, Caldwell SB, Wertheimer R (1976) Policy exploration through microanalytic simulation. The Urban Institute, Washington DC Orcutt GH, Caldwell SB, Wertheimer R (1976) Policy exploration through microanalytic simulation. The Urban Institute, Washington DC
30.
go back to reference Palmer RG, Arthur WB, Holland JH, LeBaron B, Tayler P (1994) Artificial economic life: A simple model of a stock market. Physica D 75:264–274CrossRef Palmer RG, Arthur WB, Holland JH, LeBaron B, Tayler P (1994) Artificial economic life: A simple model of a stock market. Physica D 75:264–274CrossRef
31.
go back to reference Poterba JM, Summers LH (1988) Mean reversion in stock returns: Evidence and implications. J Financial Econs 22:27–59CrossRef Poterba JM, Summers LH (1988) Mean reversion in stock returns: Evidence and implications. J Financial Econs 22:27–59CrossRef
32.
go back to reference Samanidou E, Zschischang E, Stauffer D, Lux T (2007) Agent-based models of financial markets. Rep Prog Phys 70:409–450CrossRef Samanidou E, Zschischang E, Stauffer D, Lux T (2007) Agent-based models of financial markets. Rep Prog Phys 70:409–450CrossRef
33.
go back to reference Samuelson PA (1989) The judgement of economic science on rational portfolio management: Timing and long horizon effects. J Portfolio Manag 16:4–12CrossRef Samuelson PA (1989) The judgement of economic science on rational portfolio management: Timing and long horizon effects. J Portfolio Manag 16:4–12CrossRef
34.
go back to reference Samuelson PA (1994) The long term case for equities and how it can be oversold. J Portf Management 21:15–24CrossRef Samuelson PA (1994) The long term case for equities and how it can be oversold. J Portf Management 21:15–24CrossRef
35.
go back to reference Sargent T (1993) Bounded rationality and macroeconomics. Oxford University Press, Oxford Sargent T (1993) Bounded rationality and macroeconomics. Oxford University Press, Oxford
36.
go back to reference Schelling TC (1978) Micro motives and macro behavior. Norton & Company, New York Schelling TC (1978) Micro motives and macro behavior. Norton & Company, New York
37.
go back to reference Shiller RJ (1981) Do stock prices move too much to be justified by subsequent changes in dividends? Am Econ Rev 71:421–436 Shiller RJ (1981) Do stock prices move too much to be justified by subsequent changes in dividends? Am Econ Rev 71:421–436
38.
go back to reference Stauffer D, de Oliveira PMC, Bernardes AT (1999) Monte Carlo Simulation of volatility correlation in microscopic market model. Int J Theor Appl Finance 2:83–94CrossRef Stauffer D, de Oliveira PMC, Bernardes AT (1999) Monte Carlo Simulation of volatility correlation in microscopic market model. Int J Theor Appl Finance 2:83–94CrossRef
39.
go back to reference Tesfatsion L (2002) Agent-based computational economics: Growing economies from the bottom up. Artif Life 8:55–82CrossRef Tesfatsion L (2002) Agent-based computational economics: Growing economies from the bottom up. Artif Life 8:55–82CrossRef
40.
go back to reference Tesfatsion L (2001) Special issue on agent-based computational economics. J Econ Dyn Control 25:281–293CrossRef Tesfatsion L (2001) Special issue on agent-based computational economics. J Econ Dyn Control 25:281–293CrossRef
41.
go back to reference Thaler R (ed) (1993) Advances in behavioral finance. Russel Sage Foundation, New York Thaler R (ed) (1993) Advances in behavioral finance. Russel Sage Foundation, New York
42.
go back to reference Thaler R (1994) Quasi rational economics. Russel Sage Foundation, New York Thaler R (1994) Quasi rational economics. Russel Sage Foundation, New York
43.
go back to reference Tversky A, Kahneman D (1981) The framing of decisions and the psychology of choice. Science 211:453–480CrossRef Tversky A, Kahneman D (1981) The framing of decisions and the psychology of choice. Science 211:453–480CrossRef
44.
go back to reference Tversky A, Kahneman D (1986) Rational choice and the framing of decision. J Bus 59(4):251–278CrossRef Tversky A, Kahneman D (1986) Rational choice and the framing of decision. J Bus 59(4):251–278CrossRef
45.
go back to reference Tversky A, Kahneman D (1992) Advances in prospect theory: Cumulative representation of uncertainty. J Risk Uncertain 5:297–323CrossRef Tversky A, Kahneman D (1992) Advances in prospect theory: Cumulative representation of uncertainty. J Risk Uncertain 5:297–323CrossRef
46.
go back to reference Anderson PW, Arrow J, Pines D (eds) (1988) The economy as an evolving complex system. Addison-Wesley, Redwood City Anderson PW, Arrow J, Pines D (eds) (1988) The economy as an evolving complex system. Addison-Wesley, Redwood City
47.
go back to reference Axelrod R (1997) The complexity of cooperation: Agent-based models of conflict and cooperation. Princeton University Press, Princeton Axelrod R (1997) The complexity of cooperation: Agent-based models of conflict and cooperation. Princeton University Press, Princeton
48.
go back to reference Moss de Oliveira S, de Oliveira H, Stauffer D (1999) Evolution, money, war and computers. BG Teubner, Stuttgart-Leipzig Moss de Oliveira S, de Oliveira H, Stauffer D (1999) Evolution, money, war and computers. BG Teubner, Stuttgart-Leipzig
49.
go back to reference Solomon S (1995) The microscopic representation of complex macroscopic phenomena. In: Stauffer D (ed) Annual Rev Comput Phys II. World Scientific, Singapore Solomon S (1995) The microscopic representation of complex macroscopic phenomena. In: Stauffer D (ed) Annual Rev Comput Phys II. World Scientific, Singapore
Metadata
Title
Agent Based Computational Economics
Author
Moshe Levy
Copyright Year
2011
Publisher
Springer New York
DOI
https://doi.org/10.1007/978-1-4419-7701-4_1