Company size, trading activity and liquidity as a determinants of cross-sectional momentum trading strategy on Russian stock market
Abstract
Momentum-effect has many interpretations in the practice of investing and in understanding of anomalies in asset prices. We consider a Cross-Sectional momentum effects and the corresponding two medium-term (3 months or more) trading strategies that are different from the trend following rules for individual assets. We tested four hypothesis deals with cross-sectional momentum effect on the Russian stock market and the possibility of building a self-financing (long-short) trading strategy at three time horizon (stock market growth from 2004 until mid- 2008, financial crisis and post-crisis periods). It is shown that for the Russian market cross-sectional momentum strategy with partly rebalanced portfolio maximizing portfolio return (134 stocks listed from 2004 to 2014 in the few Russian stock exchanges) should be based on the three-month formation period and three-month holding period periods (3/1/3). We have identified elements of profit-maximizing momentum strategy: three time windows and determinants of assets. Monthly average return of arbitrage strategy is estimated at 1.5 % for 134 common shares. Implementation of the strategy for the post-crisis period does not allow to maximize profit. For 6 month and more investment windows it gets the advantage of reverse strategy (opening long positions in stocks with low investment results and short position for assets with high relative returns). Fundamental parameters of the issuer (size of companies like market capitalization and two measures of liquidity (trading activity and transaction costs like bid-ask spread)) are significant to maximize portfolio performance (we prove the growth of monthly average return ranging from 1.5 to 2.5 %). We find that size and liquidity control momentum strategy can earn positive profits in Russian stock market, larger than naïve momentum.
About the Authors
T. V. TeplovaRussian Federation
E. S. Mikova
Russian Federation
References
1. Russel Ph. S., Karthik Sankaran. Value and Momentum Strategies: Returns from RiskControlled Portfolios. Journal of Business and Economic Studies, 2008, vol, 14 (2), р. 25–38.
2. Chan Kalok, Hameed A., Tong W. Profitability of Momentum Strategies in the International Equity Markets. Journal of Financial and Quantitative Analysis, 2000, vol. 35 (2), р. 153–172.
3. Abinzano I., Muga L., Santamaria R. The Role of Over-Reaction and the Disposition Effect in Explaining Momentum in Latin American Emerging Markets. Investigation Economics, 2010, vol. 69 (273), р. 151–186.
4. Chao Hsiao-Ying, Collver Ch., Limthanakom N. Global Style Momentum. Journal of Empirical Finance, 2012, vol. 19 (3), р. 319–333.
5. Cakici Nusret, Fabozzi F. J., Tan S. Size, Value, and Momentum in Emerging Market Stock Returns. Emerging Markets Review, 2013, vol. 16, р. 46–65.
6. Barberis N., Shleifer A., Vishny R. A Model of Investor Sentiment. Journal of Financial Economics, 1998, vol. 49, р. 307–343.
7. Hong H., Stein J. C. A Unified Theory of Underreaction, Momentum Trading, and Overreaction in Asset Markets. Journal of Finance, 1999, vol. 54, р. 2143–2184.
8. Johnson T.-C. Rational Momentum Effects. Journal of Finance, 2002, vol. 57 (2), р. 585–608.
9. Vayanos D., Woolley P. An Institutional Theory of Momentum and Reversal. Review of Financial Studies, 2013, vol. 26 (5), р. 1087–1145.
10. Chen Hsiu-lang. On Characteristics Momentum. Journal of Behavioral Finance, 2003, vol. 4 (3), р. 137–156.
11. Grinblatt M., Bing Han. Prospect Theory, Mental Accounting, and Momentum. Journal of Financial Economics, 2005, vol. 78 (2), р. 311–319.
12. Choe H., Kho R.-C., Stulz R. M. Do Foreign Investors Destabilize Stock Markets? The Korea Experience in 1997. Journal of Financial Economics, 1999, vol. 54, р. 227–264.
13. Grinblatt M., Keloharju M. The Investment Behavior and Performance of Various Investor Types: A Study of Finland’s Unique Data Set. Journal of Financial Economics, 2000, vol. 55, р. 43–67.
14. Patel S. A., Bohl M. T. Crises in Developed and Emerging Stock Markets. Financial Analysts Journal, 1998, vol. 54, р. 50–61.
15. Griffin J. M., Ji X., Martin J. S. Momentum Investing and Business Cycle Risk: Evidence from Pole to Pole. Journal of Finance, 2003, vol. 58, р. 2515–2547.
16. Lesmond D. A. Liquidity of Emerging Markets. Journal of Financial Economics, 2005, vol. 77, р. 411–452.
17. Pastor L., Stambaugh R. Liquidity Risk and Expected Stock Returns. The Journal of Political Economy, 2003, vol. 111 (3), р. 642–686.
18. Chung K. H., Li M., Yu L. Assets in Place. Growth Opportunities and IPO Returns. Financial Management, 2005, vol. 34, р. 65–88.
19. Bhootra A. Two Essays on Momentum and Reversals in Stock Returns. Virginia Polytechnic Institute and State University, 2007, 116 р.
20. Agyei-Ampomah S. The Post-Cost Profitability of Momentum Trading Strategies: Further Evidence from the UK. European Financial Management, 2007, vol. 13 (4), р. 776–802.
21. Lee Ch., Swaminathan Bh. Price Momentum and Trading Volume. Journal of Finance, 2000, vol. 55, р. 2017–2069.
22. Siganos A. Firm Characteristics That Drive the Momentum Pattern in the UK Stock Market. Quantitative Finance, 2013, vol. 13 (3), р. 439–449.
23. Demir I., Muthuswamy J., Walter T. Momentum Returns in Australian Equities: The Influences of Size, Risk, Liquidity and Return Computation. Pacific-Basin Finance Journal, 2004, vol. 12 (2), р. 143–158.
24. Asness C. The Interaction of Value and Momentum Strategies. Financial Analysts Journal, March / April, 1997, р. 29–36.
25. Jegadeesh N., Titman S. Returns to Buting Winners and Selling Losers: Implications for Stock Market Efficiency. Journal of Finance, 1993, vol. 48, р. 65–91.
26. Hong K. J., Satchell S. Time Series Momentum Trading Strategy and Autocorrelation Amplification. Faculty of Economics. Cambridge Working Papers in Economics. University of Cambridge, 2013.
27. Scowcroft A., Sefton J. Understanding Momentum. Financial Analysts Journal, 2005, vol. 61 (2), р. 64–82.
28. Teplova T. V. Stock Market Momentum-Effect and portfolio Investment Trading Strategy: Methodology for Testing and Development Asset Pricing Model. Journal of Financial Risk Management, 2013, no. 4.
29. Cooper M. J., Gutierrez J. R. R. C., Hameed A. Market States and Momentum. The Journal of Finance, 2004, vol. 59 (3), р. 1345–1365.
30. Daniel K. D., Hirshleifer D., Subrahmanyam A. Overconfidence, Arbitrage, and Equilibrium Asset Pricing. The Journal of Finance, 2001, vol. 56 (3), р. 921–965.
31. Cheema M. A., Nartea G. V. Momentum Returns, Market States and the 2007 Financial Crisis. Working paper, 2013.
Review
For citations:
Teplova T.V., Mikova E.S. Company size, trading activity and liquidity as a determinants of cross-sectional momentum trading strategy on Russian stock market. World of Economics and Management. 2014;14(3):5–21. (In Russ.)