TY - JOUR
T1 - Word of mouth
T2 - An agent-based approach to predictability of stock prices
AU - Shimokawa, Tetsuya
AU - Misawa, Tadanobu
AU - Watanabe, Kyoko
PY - 2006
Y1 - 2006
N2 - This paper addresses how communication processes among investors affect stock prices formation, especially emerging predictability of stock prices, in financial markets. An agent based model, called the word of mouth model, is introduced for analyzing the problem. This model provides a simple, but sufficiently versatile, description of informational diffusion process and is successful in making lucidly explanation for the predictability of small sized stocks, which is a stylized fact in financial markets but difficult to resolve by traditional models. Our model also provides a rigorous examination of the under reaction hypothesis to informational shocks.
AB - This paper addresses how communication processes among investors affect stock prices formation, especially emerging predictability of stock prices, in financial markets. An agent based model, called the word of mouth model, is introduced for analyzing the problem. This model provides a simple, but sufficiently versatile, description of informational diffusion process and is successful in making lucidly explanation for the predictability of small sized stocks, which is a stylized fact in financial markets but difficult to resolve by traditional models. Our model also provides a rigorous examination of the under reaction hypothesis to informational shocks.
KW - Agent-based model
KW - Asymmetric information
KW - Financial stylized facts
KW - Predictability
KW - Word of mouth
UR - http://www.scopus.com/inward/record.url?scp=33646386970&partnerID=8YFLogxK
U2 - 10.1527/tjsai.21.340
DO - 10.1527/tjsai.21.340
M3 - 学術論文
AN - SCOPUS:33646386970
SN - 1346-0714
VL - 21
SP - 340
EP - 348
JO - Transactions of the Japanese Society for Artificial Intelligence
JF - Transactions of the Japanese Society for Artificial Intelligence
IS - 4
ER -