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Reinvestigate the Bid–Ask Bounce Effect and Pricing of Idiosyncratic Volatility: The Case of the Australian Market

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  • Bin Liu

    (School of Accounting, Economics and Finance, University of Wollongong, NSW 2522, Australia)

  • Monica Tan

    (School of Economics, Finance and Marketing, RMIT University, VIC 3000, Australia)

  • Marie-Anne Cam

    (School of Economics, Finance and Marketing, RMIT University, VIC 3000, Australia)

Abstract

We investigate the bid–ask bounce effect on estimation of idiosyncratic volatility (IVOL) from asset pricing perspective using a comprehensive country-specific sample. We find that the idiosyncratic volatility–return relationship remains significant while controlling for stock size. However, the explanatory power of IVOL disappears completely when stock liquidity is controlled for. These findings support our argument that the bid–ask bounce effect on pricing of IVOL is strongly influenced by stock liquidity. Our results indicate that mid-price is the “true” price to measure IVOL of the least liquid stocks in the Australian stock market.

Suggested Citation

  • Bin Liu & Monica Tan & Marie-Anne Cam, 2019. "Reinvestigate the Bid–Ask Bounce Effect and Pricing of Idiosyncratic Volatility: The Case of the Australian Market," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 22(01), pages 1-23, March.
    • Handle: RePEc:wsi:rpbfmp:v:22:y:2019:i:01:n:s0219091519500048
    DOI: 10.1142/S0219091519500048
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    as
    1. Turan G. Bali & Nusret Cakici & Xuemin (Sterling) Yan & Zhe Zhang, 2005. "Does Idiosyncratic Risk Really Matter?," Journal of Finance, American Finance Association, vol. 60(2), pages 905-929, April.
    2. Annette Nguyen & Robert Faff & Philip Gharghori, 2009. "Are the Fama–French factors proxying news related to GDP growth? The Australian evidence," Review of Quantitative Finance and Accounting, Springer, vol. 33(2), pages 141-158, August.
    3. Tan, Monica & Liu, Bin, 2016. "CEO's managerial power, board committee memberships and idiosyncratic volatility," International Review of Financial Analysis, Elsevier, vol. 48(C), pages 21-30.
    4. Michael E. Drew & Alastair Marsden & Madhu Veeraraghavan, 2007. "Does Idiosyncratic Volatility Matter? New Zealand Evidence," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 10(03), pages 289-308.
    5. Joseph Ooi & Jingliang Wang & James Webb, 2009. "Idiosyncratic Risk and REIT Returns," The Journal of Real Estate Finance and Economics, Springer, vol. 38(4), pages 420-442, May.
    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. Bley, Jorg & Saad, Mohsen, 2012. "Idiosyncratic risk and expected returns in frontier markets: Evidence from GCC," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 22(3), pages 538-554.
    8. Nartea, Gilbert V. & Wu, Ji & Liu, Zhentao, 2013. "Does idiosyncratic volatility matter in emerging markets? Evidence from China," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 27(C), pages 137-160.
    9. Clive Gaunt, 2004. "Size and book to market effects and the Fama French three factor asset pricing model: evidence from the Australian stockmarket," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 44(1), pages 27-44, March.
    10. Gharghori, Philip & See, Quin & Veeraraghavan, Madhu, 2011. "Difference of opinion and the cross-section of equity returns: Australian evidence," Pacific-Basin Finance Journal, Elsevier, vol. 19(4), pages 435-446, September.
    11. Nusret Cakici & Kudret Topyan & Chia-Jane Wang, 2014. "Cross-Sectional Return Predictability in Taiwan Stock Exchange: An Empirical Investigation," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 17(02), pages 1-44.
    12. 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.
    13. Fama, Eugene F & French, Kenneth R, 1995. "Size and Book-to-Market Factors in Earnings and Returns," Journal of Finance, American Finance Association, vol. 50(1), pages 131-155, March.
    14. Vozlyublennaia, Nadia, 2013. "Do firm characteristics matter for the dynamics of idiosyncratic risk?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 27(C), pages 35-46.
    15. 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.
    16. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    17. Gilbert V. Nartea & Bert D. Ward & Lee J. Yao, 2011. "Idiosyncratic volatility and cross‐sectional stock returns in Southeast Asian stock markets," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 51(4), pages 1031-1054, December.
    18. 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.
    19. Robert F. Stambaugh & Jianfeng Yu & Yu Yuan, 2015. "Arbitrage Asymmetry and the Idiosyncratic Volatility Puzzle," Journal of Finance, American Finance Association, vol. 70(5), pages 1903-1948, October.
    20. Bernard Bollen & Anthony Skotnicki & Madhu Veeraraghavan, 2009. "Idiosyncratic volatility and security returns: Australian evidence," Applied Financial Economics, Taylor & Francis Journals, vol. 19(19), pages 1573-1579.
    21. Peterson, David R. & Smedema, Adam R., 2011. "The return impact of realized and expected idiosyncratic volatility," Journal of Banking & Finance, Elsevier, vol. 35(10), pages 2547-2558, October.
    22. Han, Yufeng & Hu, Ting & Lesmond, David A., 2015. "Liquidity Biases and the Pricing of Cross-Sectional Idiosyncratic Volatility around the World," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 50(6), pages 1269-1292, December.
    23. Roll, Richard, 1984. "A Simple Implicit Measure of the Effective Bid-Ask Spread in an Efficient Market," Journal of Finance, American Finance Association, vol. 39(4), pages 1127-1139, September.
    24. 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.
    25. Jungshik Hur & Cedric Mbanga Luma, 2017. "Aggregate idiosyncratic volatility, dynamic aspects of loss aversion, and narrow framing," Review of Quantitative Finance and Accounting, Springer, vol. 49(2), pages 407-433, August.
    26. Narasimhan Jegadeesh & Sheridan Titman, 2001. "Profitability of Momentum Strategies: An Evaluation of Alternative Explanations," Journal of Finance, American Finance Association, vol. 56(2), pages 699-720, April.
    27. 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.
    28. Yufeng Han & David Lesmond, 2011. "Liquidity Biases and the Pricing of Cross-sectional Idiosyncratic Volatility," The Review of Financial Studies, Society for Financial Studies, vol. 24(5), pages 1590-1629.
    29. Guo, Hui & Savickas, Robert, 2010. "Relation between time-series and cross-sectional effects of idiosyncratic variance on stock returns," Journal of Banking & Finance, Elsevier, vol. 34(7), pages 1637-1649, July.
    30. Jegadeesh, Narasimhan & Titman, Sheridan, 1993. "Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency," Journal of Finance, American Finance Association, vol. 48(1), pages 65-91, March.
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