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Empirical tests on the liquidity-adjusted capital asset pricing model

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  • Vu, Van
  • Chai, Daniel
  • Do, Viet

Abstract

This study examines the effects of systematic liquidity risk on stock returns in the Australian market. We find that liquidity risk, in the form of (i) the co-movement between individual stock liquidity and market liquidity, (ii) the co-movement between stock returns and market liquidity, and (iii) the co-movement between stock liquidity and market returns, is priced individually and jointly in Australian equities. The results are robust to the use of alternative liquidity proxies and after controlling for other factors known to affect stock returns. The analysis across different market conditions shows that the net liquidity risk is approximately eight times higher in bearish markets than in bullish markets. Our overall results support the importance of liquidity risk in the generation of stock returns, particularly during market downturns.

Suggested Citation

  • Vu, Van & Chai, Daniel & Do, Viet, 2015. "Empirical tests on the liquidity-adjusted capital asset pricing model," Pacific-Basin Finance Journal, Elsevier, vol. 35(PA), pages 73-89.
  • Handle: RePEc:eee:pacfin:v:35:y:2015:i:pa:p:73-89
    DOI: 10.1016/j.pacfin.2014.10.007
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    1. Brailsford, Tim & Gaunt, Clive & O'Brien, Michael A., 2012. "The investment value of the value premium," Pacific-Basin Finance Journal, Elsevier, vol. 20(3), pages 416-437.
    2. Geert Bekaert & Campbell R. Harvey & Christian Lundblad, 2007. "Liquidity and Expected Returns: Lessons from Emerging Markets," Review of Financial Studies, Society for Financial Studies, vol. 20(6), pages 1783-1831, November.
    3. Acharya, Viral V. & Pedersen, Lasse Heje, 2005. "Asset pricing with liquidity risk," Journal of Financial Economics, Elsevier, vol. 77(2), pages 375-410, August.
    4. Lippman, Steven A & McCall, John J, 1986. "An Operational Measure of Liquidity," American Economic Review, American Economic Association, vol. 76(1), pages 43-55, March.
    5. Pastor, Lubos & Stambaugh, Robert F., 2003. "Liquidity Risk and Expected Stock Returns," Journal of Political Economy, University of Chicago Press, vol. 111(3), pages 642-685, June.
    6. Schwert, G William, 1989. " Why Does Stock Market Volatility Change over Time?," Journal of Finance, American Finance Association, vol. 44(5), pages 1115-1153, December.
    7. Kang, Wenjin & Zhang, Huiping, 2014. "Measuring liquidity in emerging markets," Pacific-Basin Finance Journal, Elsevier, vol. 27(C), pages 49-71.
    8. Lesmond, David A & Ogden, Joseph P & Trzcinka, Charles A, 1999. "A New Estimate of Transaction Costs," Review of Financial Studies, Society for Financial Studies, vol. 12(5), pages 1113-1141.
    9. Chang, Yuk Ying & Faff, Robert & Hwang, Chuan-Yang, 2010. "Liquidity and stock returns in Japan: New evidence," Pacific-Basin Finance Journal, Elsevier, vol. 18(1), pages 90-115, January.
    10. Chai, Daniel & Faff, Robert & Gharghori, Philip, 2010. "New evidence on the relation between stock liquidity and measures of trading activity," International Review of Financial Analysis, Elsevier, vol. 19(3), pages 181-192, June.
    11. Allaudeen Hameed & Wenjin Kang & S. Viswanathan, 2010. "Stock Market Declines and Liquidity," Journal of Finance, American Finance Association, vol. 65(1), pages 257-293, February.
    12. Amihud, Yakov, 2002. "Illiquidity and stock returns: cross-section and time-series effects," Journal of Financial Markets, Elsevier, vol. 5(1), pages 31-56, January.
    13. Stoll, Hans R, 1978. "The Pricing of Security Dealer Services: An Empirical Study of NASDAQ Stocks," Journal of Finance, American Finance Association, vol. 33(4), pages 1153-1172, September.
    14. Daniel Chai & Robert Faff & Philip Gharghori, 2013. "Liquidity in asset pricing: New Australian evidence using low-frequency data," Australian Journal of Management, Australian School of Business, vol. 38(2), pages 375-400, August.
    15. Fama, Eugene F & MacBeth, James D, 1973. "Risk, Return, and Equilibrium: Empirical Tests," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 607-636, May-June.
    16. Kyle, Albert S, 1985. "Continuous Auctions and Insider Trading," Econometrica, Econometric Society, vol. 53(6), pages 1315-1335, November.
    17. Narayan, Paresh Kumar & Zheng, Xinwei, 2010. "Market liquidity risk factor and financial market anomalies: Evidence from the Chinese stock market," Pacific-Basin Finance Journal, Elsevier, vol. 18(5), pages 509-520, November.
    18. Martinez, Miguel A. & Nieto, Belen & Rubio, Gonzalo & Tapia, Mikel, 2005. "Asset pricing and systematic liquidity risk: An empirical investigation of the Spanish stock market," International Review of Economics & Finance, Elsevier, vol. 14(1), pages 81-103.
    19. Philip Gharghori & Ronald Lee & Madhu Veeraraghavan, 2009. "Anomalies and stock returns: Australian evidence," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 49(3), pages 555-576, September.
    20. Fama, Eugene F & French, Kenneth R, 1992. "The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-465, June.
    21. William L. Beedles & Peter Dodd & R. R. Officer, 1988. "Regularities in Australian Share Returns," Australian Journal of Management, Australian School of Business, vol. 13(1), pages 1-29, June.
    22. Brennan, Michael J. & Subrahmanyam, Avanidhar, 1996. "Market microstructure and asset pricing: On the compensation for illiquidity in stock returns," Journal of Financial Economics, Elsevier, vol. 41(3), pages 441-464, July.
    23. Chordia, Tarun & Subrahmanyam, Avanidhar & Anshuman, V. Ravi, 2001. "Trading activity and expected stock returns," Journal of Financial Economics, Elsevier, vol. 59(1), pages 3-32, January.
    24. Lee, Kuan-Hui, 2011. "The world price of liquidity risk," Journal of Financial Economics, Elsevier, vol. 99(1), pages 136-161, January.
    25. Lam, Keith S.K. & Tam, Lewis H.K., 2011. "Liquidity and asset pricing: Evidence from the Hong Kong stock market," Journal of Banking & Finance, Elsevier, vol. 35(9), pages 2217-2230, September.
    26. Karpoff, Jonathan M., 1987. "The Relation between Price Changes and Trading Volume: A Survey," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 22(1), pages 109-126, March.
    27. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    28. Brown, David P & Zhang, Zhi Ming, 1997. "Market Orders and Market Efficiency," Journal of Finance, American Finance Association, vol. 52(1), pages 277-308, March.
    29. Sean A. Anthonisz & Talis Putnins, 2017. "Asset Pricing with Downside Liquidity Risks," Published Paper Series 2017-1, Finance Discipline Group, UTS Business School, University of Technology, Sydney.
    30. Joel Fabre & Alex Frino, 2004. "Commonality in liquidity: Evidence from the Australian Stock Exchange," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 44(3), pages 357-368, November.
    31. Michael J. Cooper & Roberto C. Gutierrez & Allaudeen Hameed, 2004. "Market States and Momentum," Journal of Finance, American Finance Association, vol. 59(3), pages 1345-1365, June.
    32. Chan, Howard W. & Faff, Robert W., 2003. "An investigation into the role of liquidity in asset pricing: Australian evidence," Pacific-Basin Finance Journal, Elsevier, vol. 11(5), pages 555-572, November.
    33. Manapon Limkriangkrai & Robert B. Durand & Iain Watson, 2008. "Is liquidity the missing link?," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 48(5), pages 829-845, December.
    34. Howard W. Chan & Robert W. Faff, 2005. "Asset Pricing and the Illiquidity Premium," The Financial Review, Eastern Finance Association, vol. 40(4), pages 429-458, November.
    35. Philip Gharghori & Howard Chan & Robert Faff, 2007. "Are the Fama-French Factors Proxying Default Risk?," Australian Journal of Management, Australian School of Business, vol. 32(2), pages 223-249, December.
    36. Marshall, Ben R. & Young, Martin, 2003. "Liquidity and stock returns in pure order-driven markets: evidence from the Australian stock market," International Review of Financial Analysis, Elsevier, vol. 12(2), pages 173-188.
    37. Joel Hasbrouck, 2009. "Trading Costs and Returns for U.S. Equities: Estimating Effective Costs from Daily Data," Journal of Finance, American Finance Association, vol. 64(3), pages 1445-1477, June.
    38. Liu, Weimin, 2006. "A liquidity-augmented capital asset pricing model," Journal of Financial Economics, Elsevier, vol. 82(3), pages 631-671, December.
    39. Hans R. Stoll, 2000. "Presidential Address: Friction," Journal of Finance, American Finance Association, vol. 55(4), pages 1479-1514, August.
    40. Goyenko, Ruslan Y. & Holden, Craig W. & Trzcinka, Charles A., 2009. "Do liquidity measures measure liquidity?," Journal of Financial Economics, Elsevier, vol. 92(2), pages 153-181, May.
    41. Datar, Vinay T. & Y. Naik, Narayan & Radcliffe, Robert, 1998. "Liquidity and stock returns: An alternative test," Journal of Financial Markets, Elsevier, vol. 1(2), pages 203-219, August.
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    2. Ayad Assoil & Ndéné Ka & Jules Sadefo-Kamdem, 2021. "Analysis of the dynamic relationship between liquidity proxies and returns on the French CAC 40 index," SN Business & Economics, Springer, vol. 1(10), pages 1-23, October.
    3. Grillini, Stefano & Ozkan, Aydin & Sharma, Abhijit & Al Janabi, Mazin A.M., 2019. "Pricing of time-varying illiquidity within the Eurozone: Evidence using a Markov switching liquidity-adjusted capital asset pricing model," International Review of Financial Analysis, Elsevier, vol. 64(C), pages 145-158.
    4. Rapheedah Musneh & Mohd. Rahimie Abdul Karim & Caroline Geetha A/P Arokiadasan Baburaw, 2021. "Liquidity risk and stock returns: empirical evidence from industrial products and services sector in Bursa Malaysia," Future Business Journal, Springer, vol. 7(1), pages 1-10, December.
    5. Zalewska Justyna & Nehrebecka Natalia, 2019. "Liquidity and solvency of a company and the rate of return – an analysis of the Warsaw Stock Exchange," Central European Economic Journal, Sciendo, vol. 6(53), pages 199-220, January.
    6. Priyanka Naik & Y. V. Reddy, 2021. "Stock Market Liquidity: A Literature Review," SAGE Open, , vol. 11(1), pages 21582440209, January.
    7. Balachandran, Balasingham & Faff, Robert, 2015. "Corporate governance, firm value and risk: Past, present, and future," Pacific-Basin Finance Journal, Elsevier, vol. 35(PA), pages 1-12.
    8. Hsieh, Hui-Ching & Nguyen, Van Quoc Thinh, 2021. "Economic policy uncertainty and illiquidity return premium," The North American Journal of Economics and Finance, Elsevier, vol. 55(C).

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    More about this item

    Keywords

    Liquidity; Liquidity risk; Asset pricing; Asymmetric liquidity risk;
    All these keywords.

    JEL classification:

    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • G19 - Financial Economics - - General Financial Markets - - - Other

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