Research on the momentum effect in the US stock market based on S&P 500
DOI:
https://doi.org/10.54097/7y45ha60Keywords:
Momentum effect, High-values; S&P 500.Abstract
Momentum effect refers to the tendency of stock returns to continue the original direction of motion. On the basis of momentum effect, this paper proposes a trading strategy targeting S&P 500 stocks using a quantitative trading strategy as the underlying architecture, conduct historical backtesting to test its predictive ability, use several metrics such as the Sharpe Ratio to conduct a risk measurement, and review the implemented improvements to the strategy and unimplemented ideas that may be able to complement the strategy, with the final results confirming the soundness of our ideas and actually investing them in the stock market to obtain alpha that exceeds the average of the market.
Downloads
References
Badrinath, Swaminathan G., and Sunil Wahal. "Momentum trading by institutions." The Journal of Finance 57.6 (2002): 2449-2478.
Lee, Charles MC, and Bhaskaran Swaminathan. "Price momentum and trading volume." the Journal of Finance 55.5 (2000): 2017-2069.
Chabot, Benjamin, Eric Ghysels, and Ravi Jagannathan. Momentum trading, return chasing, and predictable crashes. No. w20660. National Bureau of Economic Research, 2014.
Wu, Muh-Cherng, Sheng-Yu Lin, and Chia-Hsin Lin. "An effective application of decision tree to stock trading." Expert Systems with applications 31.2 (2006): 270-274.
Mehmet Umutlu, Pelin Bengitöz & Adam Zaremba. (2021) Decomposing the earnings-to-price ratio and the cross-section of international equity-index returns. Applied Economics 53:54, pages 6213-6230.
Asness, Clifford S. "The interaction of value and momentum strategies." Financial Analysts Journal 53.2 (1997): 29-36.
Korajczyk, Robert A., and Ronnie Sadka. "Are momentum profits robust to trading costs?" The Journal of Finance 59.3 (2004): 1039-1082.
Balvers, Ronald J., and Yangru Wu. "Momentum and mean reversion across national equity markets." Journal of Empirical Finance 13.1 (2006): 24-48.
Munki Chung, Yongjae Lee, Jang Ho Kim, Woo Chang Kim & Frank J. Fabozzi. (2022) the effects of errors in means, variances, and correlations on the mean-variance framework. Quantitative Finance 22:10, pages 1893-1903.
Amenc, Noël, et al. "Macroeconomic risks in equity factor investing." The Journal of Portfolio Management (2019).
Downloads
Published
Issue
Section
License

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.






