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The returns, risk and liquidity relationship in high frequency trading: Evidence from the Oslo stock market

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  • Dinh, Minh Thi Hong

Abstract

The main purpose of this research is to investigate the relationship between returns, risk, and liquidity in high frequency trading. Panel analysis for single stocks is employed to investigate this relationship. The empirical results imply that in high frequency trading idiosyncratic risk plays a more pronounced role than systematic risk in asset pricing. First, idiosyncratic risk and liquidity have a highly significant impact on returns. Second, no evidence has been found for a significant relationship between systematic risk and returns. Finally, liquidity has a higher significant effect on idiosyncratic risk than systematic risk. The empirical results of the paper contribute to the previous literature in the high frequency context. Some previous literature suggests that idiosyncratic risk has a matter on low frequency trading, but has not yet investigated its effects on high frequency trading.

Suggested Citation

  • Dinh, Minh Thi Hong, 2017. "The returns, risk and liquidity relationship in high frequency trading: Evidence from the Oslo stock market," Research in International Business and Finance, Elsevier, vol. 39(PA), pages 30-40.
    • Handle: RePEc:eee:riibaf:v:39:y:2017:i:pa:p:30-40
    DOI: 10.1016/j.ribaf.2016.07.013
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    1. Kjetil Storesletten & Chris Telmer & Amir Yaron, 2007. "Asset Pricing with Idiosyncratic Risk and Overlapping Generations," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 10(4), pages 519-548, October.
    2. Stephen A. Ross, 2013. "The Arbitrage Theory of Capital Asset Pricing," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 1, pages 11-30, World Scientific Publishing Co. Pte. Ltd..
    3. Östermark, R, 1991. "Empirical evidence on the capital asset pricing model (CAPM) in two Scandinavian stock exchanges," Omega, Elsevier, vol. 19(4), pages 223-234.
    4. J. Doyne Farmer & Spyros Skouras, 2013. "An ecological perspective on the future of computer trading," Quantitative Finance, Taylor & Francis Journals, vol. 13(3), pages 325-346, February.
    5. Andrew Chan & Alice P.L. Chui, 1996. "An Empirical Re-Examination of the Cross-Section of Expected Returns: UK Evidence," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 23(9-10), pages 1435-1452, December.
    6. Ang, Andrew & Hodrick, Robert J. & Xing, Yuhang & Zhang, Xiaoyan, 2009. "High idiosyncratic volatility and low returns: International and further U.S. evidence," Journal of Financial Economics, Elsevier, vol. 91(1), pages 1-23, January.
    7. Bali, Turan G. & Cakici, Nusret, 2008. "Idiosyncratic Volatility and the Cross Section of Expected Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 43(1), pages 29-58, March.
    8. Hatemi-J, Abdulnasser & Irandoust, Manuchehr, 2011. "The dynamic interaction between volatility and returns in the US stock market using leveraged bootstrap simulations," Research in International Business and Finance, Elsevier, vol. 25(3), pages 329-334, September.
    9. Lakonishok, Josef & Shapiro, Alan C., 1986. "Systematic risk, total risk and size as determinants of stock market returns," Journal of Banking & Finance, Elsevier, vol. 10(1), pages 115-132, March.
    10. Merton, Robert C, 1987. "A Simple Model of Capital Market Equilibrium with Incomplete Information," Journal of Finance, American Finance Association, vol. 42(3), pages 483-510, July.
    11. repec:bla:jfinan:v:58:y:2003:i:3:p:975-1008 is not listed on IDEAS
    12. Merton, Robert C, 1973. "An Intertemporal Capital Asset Pricing Model," Econometrica, Econometric Society, vol. 41(5), pages 867-887, September.
    13. Andrew Ang & Robert J. Hodrick & Yuhang Xing & Xiaoyan Zhang, 2006. "The Cross‐Section of Volatility and Expected Returns," Journal of Finance, American Finance Association, vol. 61(1), pages 259-299, February.
    14. Terrence Hendershott & Charles M. Jones & Albert J. Menkveld, 2011. "Does Algorithmic Trading Improve Liquidity?," Journal of Finance, American Finance Association, vol. 66(1), pages 1-33, February.
    15. William F. Sharpe, 1964. "Capital Asset Prices: A Theory Of Market Equilibrium Under Conditions Of Risk," Journal of Finance, American Finance Association, vol. 19(3), pages 425-442, September.
    16. Angelidis, Timotheos & Tessaromatis, Nikolaos, 2008. "Idiosyncratic volatility and equity returns: UK evidence," International Review of Financial Analysis, Elsevier, vol. 17(3), pages 539-556, June.
    17. Pontiff, Jeffrey, 2006. "Costly arbitrage and the myth of idiosyncratic risk," Journal of Accounting and Economics, Elsevier, vol. 42(1-2), pages 35-52, October.
    18. Yiu-Wah Ho & Roger Strange & Jenifer Piesse, 2000. "CAPM anomalies and the pricing of equity: evidence from the Hong Kong market," Applied Economics, Taylor & Francis Journals, vol. 32(12), pages 1629-1636.
    19. Martijn Cremers & Michael Halling & David Weinbaum, 2015. "Aggregate Jump and Volatility Risk in the Cross-Section of Stock Returns," Journal of Finance, American Finance Association, vol. 70(2), pages 577-614, April.
    20. Boehme, Rodney D. & Danielsen, Bartley R. & Kumar, Praveen & Sorescu, Sorin M., 2009. "Idiosyncratic risk and the cross-section of stock returns: Merton (1987) meets Miller (1977)," Journal of Financial Markets, Elsevier, vol. 12(3), pages 438-468, August.
    21. Fu, Fangjian, 2009. "Idiosyncratic risk and the cross-section of expected stock returns," Journal of Financial Economics, Elsevier, vol. 91(1), pages 24-37, January.
    22. Wagner, Niklas, 2004. "Time-varying moments, idiosyncratic risk, and an application to hot-issue IPO aftermarket returns," Research in International Business and Finance, Elsevier, vol. 18(1), pages 59-72, April.
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    More about this item

    Keywords

    CAPM; Systematic risk; Idiosyncratic risk; Cross-sectional returns; Intraday sample; Panel analysis;
    All these keywords.

    JEL classification:

    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates

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