Financial stylized facts in the word of mouth model

Tadanobu Misawa*, Kyoko Watanabe, Tetsuya Shimokawa

*この論文の責任著者

研究成果: ジャーナルへの寄稿学術論文査読

2 被引用数 (Scopus)

抄録

Recently, we proposed an agent-based model called the word of mouth model to analyze the influence of an information transmission process to price formation in financial markets. Especially, the short-term predictability of asset, return was focused on and an explanation in the view of information transmission was provided to the question why the predictability was much clearly observed in the small-sized stocks. This paper, to extend the previous study, demonstrates that the word of mouth model also has a consistency with other important financial stylized facts. This strengthens the possibility that the information transmission among investors plays a crucial role in price formation. Concretely, this paper addresses two famous statistical features of returns: the leptokurtic distribution of return and the autocorrelation of return volatility. The reasons why these statistical facts receive especial attentions of researchers among financial stylized facts are their statistical robustness and practical importance, such as the applications to the derivative pricing problems.

本文言語英語
ページ(範囲)256-262
ページ数7
ジャーナルTransactions of the Japanese Society for Artificial Intelligence
22
3
DOI
出版ステータス出版済み - 2007

ASJC Scopus 主題領域

  • ソフトウェア
  • 人工知能

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