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abstract: 'The paper gives picture of enrichment to economic and financial system analysis using agent-based models as a form of advanced study for financial economic post-statistical-data and micro-simulation analysis. The paper reports the construction of artificial stock market that emerges the similar statistical facts with real data in Indonesian stock market. We use the individual but dominant data, i.e.: PT TELKOM in hourly interval. The artificial stock market shows standard statistical facts, e.g.: volatility clustering, the excess kurtosis of the distribution of return, and the scaling properties with its breakdown in the crossover of Levy distribution to the Gaussian one. From this point, the artificial stock market will always be evaluated in order to have comprehension about market process in Indonesian stock market generally. '
altloc: []
chapter: ~
commentary: ~
commref: ~
confdates: 16-18 September 2004
conference: Conference of New Economic Window 2004
confloc: 'Salermo University, Italy.'
contact_email: ~
creators_id: []
creators_name:
- family: Situngkir
given: Hokky
honourific: Mr
lineage: ''
- family: Surya
given: Yohanes
honourific: Prof.
lineage: ''
date: 2004-08
date_type: published
datestamp: 2004-09-03
department: Dept. Computational Sociology
dir: disk0/00/00/37/67
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editors_id: []
editors_name: []
eprint_status: archive
eprintid: 3767
fileinfo: /style/images/fileicons/application_pdf.png;/3767/1/hokky_new2004.pdf
full_text_status: public
importid: ~
institution: Bandung Fe Institute
isbn: ~
ispublished: inpress
issn: ~
item_issues_comment: []
item_issues_count: 0
item_issues_description: []
item_issues_id: []
item_issues_reported_by: []
item_issues_resolved_by: []
item_issues_status: []
item_issues_timestamp: []
item_issues_type: []
keywords: 'artificial stock market, agent based model, statistical facts of stock market'
lastmod: 2011-03-11 08:55:40
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longitude: ~
metadata_visibility: show
note: ~
number: ~
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pubdom: TRUE
publication: ~
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refereed: TRUE
referencetext: |
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Challet D, Marsili M, Zhang (1999) Modeling Market Mechanism with Minority Game. Pre-print: arxiv:cond-mat/9909265
Cont R, Bouchaud JP (2000) Herd Behavior and Aggregate Fluctuations in Financial Market. Macroeconomic Dynamics 4:170-196
Farmer JD (2001) Toward Agent Based Models for Investment. Benchmarks and Attribution Analysis. Association for Investment and Management Research pp 61-70
Hariadi Y, Surya Y (2003) Multifraktal: Telkom, Indosat, & HMSP. Working Paper WPT2003. Bandung Fe Institute
King AJ, Streltchenko O, Yesha Y (2003) Multi-agent Simulations for Financial Markets. On-line Publication URL: http://www.csee.umbc.edu/~finin/cv/
LeBaron B (2002) Building the Santa Fe Artificial Stock Market. Woking Paper Brandeis University. URL: http://www.brandeis.edu/~blebaron
Mantegna RM, Stanley HE (2000) An Introduction to Econophysics: Correlations and Complexity in Finance. Cambridge University Press.
Situngkir H (2003) Emerging the Emergence Sociology: The Philosophical Framework of Agent-Based Social Studies. Journal of Social Complexity 1(2):3-15. Bandung Fe Institute
Situngkir H, Surya Y (2003a) Platform Bangunan Multi-Agen dalam Analisis Keuangan: Gambaran Deskriptif Komputasi. Working Paper WPS2003. Bandung Fe Institute
Situngkir H, Surya Y (2003b) Stylized Statistical Facts of Indonesian Financial Data: Empirical Study of Several Stock Indexes in Indonesia. Working Paper WPU2003. Bandung Fe Institute. Pre-print: arxiv:cond-mat:0403465
Situngkir H, Surya Y (2004) Agent-based Model Construction In Financial Economic System. Working Paper WPA2004. Bandung Fe Institute. Pre-print: arxiv:nlin.AO/0403041
Surya Y, Situngkir H, Hariadi Y, Suroso R (2004) Aplikasi Fisika dalam Analisis Keuangan: Mekanika Statistika Interaksi Agen. Bina Sumber Daya MIPA.
Takahashi H, Terano T (2003) Agent Based Approach toInvestor’s Behavior and Asset Price Fluctuation in Financial Markets. Journal of Artificial Societies and Social Simulation 6(3). URL: http:// jasss.soc.surrey.ac.uk/63/3.html
Tesfatison L (2002) Agent-Based Computational Economics: Growing Economics from the Bottom Up. ISU Economic Working Paper No.1. Iowa State University.
Zimmerman G, Neuneier R, Grothmann R (2001) Multi-Agent Market Modeling of Foreign Exchange Rates. Advances in Complex System 4(1):29-43. World Scientific.
relation_type: []
relation_uri: []
reportno: WPS2004
rev_number: 12
series: ~
source: ~
status_changed: 2007-09-12 16:53:23
subjects:
- comp-sci-complex-theory
succeeds: ~
suggestions: ~
sword_depositor: ~
sword_slug: ~
thesistype: ~
title: |-
Agent-based Model Construction in Financial
Economic System
type: confpaper
userid: 4745
volume: ~