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Indirect Estimation of the Parameters of Agent Based Models of Financial Markets

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Author Info
Winmker, P.
Gilli, M.

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Abstract

Agent based models take into account limited rational behaviour of individuals acting on financial markets. Explicit simulation of this behaviour and the resulting interaction of individuals provide a description of aggregate financial market time series. Al-though the outcomes of such simulations often exhibit similarities with eal financial market time series, methods for explicit validation are required. This paper proposes validation using simulation based indirect estimation.

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Publisher Info
Paper provided by Manitoba - Department of Economics in its series Papers with number 38.

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Length: 13 pages
Date of creation: 2001
Date of revision:
Handle: RePEc:fth:manito:38

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Postal: UNIVERSITY OF MANITOBA, DEPARTMENT OF ECONOMICS, WINNIPEG, MANITOBA, CANADA R3T 2N2.
Phone: (204) 474-6239
Fax: (204) 261-0090
Web page: http://www.umanitoba.ca/faculties/arts/economics/
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Related research
Keywords: ESTIMATION ; ECONOMIC MODELS ; FINANCIAL MARKET;

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Find related papers by JEL classification:
C15 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Statistical Simulation Methods
G12 - Financial Economics - - General Financial Markets - - - Asset Pricing
D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search, Learning, and Information

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  1. Boswijk, H.P. & Hommes C.H. & Manzan, S., 2005. "Behavioral Heterogeneity in Stock Prices," CeNDEF Working Papers 05-12, Universiteit van Amsterdam, Center for Nonlinear Dynamics in Economics and Finance. [Downloadable!]
    Other versions:
  2. Carlo Bianchi & Pasquale Cirillo & Mauro Gallegati & Pietro Vagliasindi, 2007. "Validating and Calibrating Agent-Based Models: A Case Study," Computational Economics, Springer, vol. 30(3), pages 245-264, October. [Downloadable!] (restricted)
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