Do new investment strategies take existing strategies' returns - An investigation into agent-based models -

@article{Mizuta2021DoNI,
  title={Do new investment strategies take existing strategies' returns - An investigation into agent-based models -},
  author={Takanobu Mizuta},
  journal={2021 8th International Conference on Behavioral and Social Computing (BESC)},
  year={2021},
  pages={1-6}
}
  • Takanobu Mizuta
  • Published 29 October 2021
  • Economics
  • 2021 8th International Conference on Behavioral and Social Computing (BESC)
Commodity trading advisors (CTAs), who mainly trade commodity futures, showed good returns in the 2000s. However, since the 2010's, they have not performed very well. One possible reason of this phenomenon is the emergence of short-term reversal traders (STRTs) who prey on CTAs for profit. In this study, I built an artificial market model by adding a CTA agent (CTAA) and STRT agent (STRTA) to a prior model and investigated whether emerging STRTAs led to a decrease in CTAA revenue to determine… 

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References

SHOWING 1-10 OF 26 REFERENCES
Predictor Choice, Investor Types, and the Price Impact of Trades on the Tokyo Stock Exchange
Several agent-based theoretical models demonstrate that the fundamental or trend-following predictor, or the dynamic predictor selection between them, is the main generator of price deviation from
An agent-based model for designing a financial market that works well
  • T. Mizuta
  • Business, Economics
    2020 IEEE Symposium Series on Computational Intelligence (SSCI)
  • 2020
Designing a financial market that works well is very important for developing and maintaining an advanced economy, but is not easy because changing detailed rules, even ones that seem trivial,
A Brief Review of Recent Artificial Market Simulation (Agent-Based Model) Studies for Financial Market Regulations and/or Rules
It is very difficult to discuss about changing financial market regulations and/or rules by only using results of empirical studies. An artificial market, which is a kind of a multi-agent simulation,
Effects of Price Regulations and Dark Pools on Financial Market Stability: An Investigation by Multiagent Simulations
TLDR
An artificial market model is built and the impact of large erroneous orders on financial market price formations and effects of up-tick rules are investigated, adopting the trigger method that the Japan Financial Services Agency adopted in November 2013.
A simulation analysis of the microstructure of double auction markets
Abstract We introduce an order-driven market model with heterogeneous agents trading via a central order matching mechanism. Traders set bids and asks and post market or limit orders according to
Agent-based economic models and econometrics
TLDR
This paper reviews the development of agent-based (computational) economics (ACE) from an econometrics viewpoint, focusing only on the literature ofAgent-based computational finance, or, more specifically, the agent- based modeling of financial markets.
Agent-based financial markets: A review of the methodology and domain
TLDR
A brief methodological review of the agent-based approach to modeling financial markets, which is organized into a discussion of formulation, implementation, verification and validation, and a review ofThe domain focusing on modeling market participants and market institutions.
The Obstinate Passion of Foreign Exchange Professionals: Technical Analysis
Technical analysis involves the prediction of asset price movements from inductive analysis of past movements. We establish a number of stylized facts, including that technical analysis is widespread
Agent-based Computational Finance
The End of Theory: Financial Crises, the Failure of Economics, and the Sweep of Human Interaction
An in-depth look at how to account for the human complexities at the heart of today's financial system Our economy may have recovered from the Great Recession—but not our economics. In The End of
...
...