TY - GEN
T1 - An analysis of the influence of fundamental indexing on financial markets through agent-based modeling
T2 - International Conferences on Computational Collective Intelligence, ICCCI 2012
AU - Takahashi, Hiroshi
PY - 2012/11/9
Y1 - 2012/11/9
N2 - This research analyzes the influence of indices which are employed in the asset management business on financial markets through agent-based modeling. In this analysis, I focus on a fundamental index, which has been proposed as a new benchmark for investments in place of price indices, which are currently employed in practical business affairs. As a result of intensive experiments in the market, I made the following interesting findings: (1) fundamental indexing works as effectively as a price indexing in the market when market prices reflect fundamental values; (2) improvements in forecast accuracy of fundamentalists can contribute to a decrease in the number of investors that employ fundamental indexing; (3) forecast accuracy have the same impact on both fundamental indexing and price indexing; (4) fundamental indexing contributes to market efficiency. However, I also found drawbacks to fundamental indexing, such as the risk of destabilizing markets when too many investors employ passive investment strategies using the fundamental index. These results are significant from both practical and academic viewpoints. These analyses also demonstrate the effectiveness of agent-based techniques and inverse simulation techniques for financial research.
AB - This research analyzes the influence of indices which are employed in the asset management business on financial markets through agent-based modeling. In this analysis, I focus on a fundamental index, which has been proposed as a new benchmark for investments in place of price indices, which are currently employed in practical business affairs. As a result of intensive experiments in the market, I made the following interesting findings: (1) fundamental indexing works as effectively as a price indexing in the market when market prices reflect fundamental values; (2) improvements in forecast accuracy of fundamentalists can contribute to a decrease in the number of investors that employ fundamental indexing; (3) forecast accuracy have the same impact on both fundamental indexing and price indexing; (4) fundamental indexing contributes to market efficiency. However, I also found drawbacks to fundamental indexing, such as the risk of destabilizing markets when too many investors employ passive investment strategies using the fundamental index. These results are significant from both practical and academic viewpoints. These analyses also demonstrate the effectiveness of agent-based techniques and inverse simulation techniques for financial research.
KW - Agent-Based Model
KW - Behavioral Finance
KW - Financial Engineering
KW - Fundamental Indexing
KW - Inverse Simulation Technique
KW - Passive Investment Strategy
KW - Social Simulation
UR - http://www.scopus.com/inward/record.url?scp=84868350951&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84868350951&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-34645-3_5
DO - 10.1007/978-3-642-34645-3_5
M3 - Conference contribution
AN - SCOPUS:84868350951
SN - 9783642346446
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 102
EP - 120
BT - Transactions on Computational Collective Intelligence VIII
Y2 - 1 November 2012 through 1 November 2012
ER -