Presentation 2002/1/2
Artificial market and Real Market
Yoshihiro NAKAJIMA,
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Abstract(in English) I research how distance time series obtained from real market differ from stochastic process and deterministic chaos. These are data of stock markets, foreign exchange markets, commodity exchange markets and their futures. The data are the closing price or point of each day. I calculate correlation dimension and distribution of volatility of them. The result of this analysis is that fluctuations of actual market generally show non-linearity without few exceptions. Distributions of volatility and correlation dimensions of obtained data both far from the value that is expected if the fluctuations are random walk.
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Keyword(in English) Correlation Dimension / Econophyics / Random Walk Hypothesis / Fat Tail
Paper # 2001-AI-65
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Committee AI
Conference Date 2002/1/2(1days)
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Registration To Artificial Intelligence and Knowledge-Based Processing (AI)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Artificial market and Real Market
Sub Title (in English)
Keyword(1) Correlation Dimension
Keyword(2) Econophyics
Keyword(3) Random Walk Hypothesis
Keyword(4) Fat Tail
1st Author's Name Yoshihiro NAKAJIMA
1st Author's Affiliation Graduate School of Economics, Osaka City University()
Date 2002/1/2
Paper # 2001-AI-65
Volume (vol) vol.101
Number (no) 535
Page pp.pp.-
#Pages 7
Date of Issue