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Put–Call Ratio Volume vs. Open Interest in Predicting Market Return: A Frequency Domain Rolling Causality Analysis

Author

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  • Sangram Keshari Jena

    (Department of Finance, IBS Hyderabad, IFHE University, Hyderabad 501203, India)

  • Aviral Kumar Tiwari

    (Department of Finance, Control and Law, Montepellier Business School, 34000 Montepelllier, France)

  • Amarnath Mitra

    (Department of Operations and Quantitative Methods, International Management Institute, New Delhi 110016, India)

Abstract

This study examined the efficacy of the Put–Call Ratio (PCR), a widely used information ratio measured in terms of volume and open interest, in predicting market return at different time scale. Volume PCR was found to be an efficient predictor of the market return in a short period of 2.5 days and open interest PCR in a long period of 12 days. Thus, traders and portfolio managers should use the appropriate PCR depending upon the time horizon of their trade and investment. The results are robust even after controlling for the information generated from the futures market.

Suggested Citation

  • Sangram Keshari Jena & Aviral Kumar Tiwari & Amarnath Mitra, 2019. "Put–Call Ratio Volume vs. Open Interest in Predicting Market Return: A Frequency Domain Rolling Causality Analysis," Economies, MDPI, vol. 7(1), pages 1-10, March.
    • Handle: RePEc:gam:jecomi:v:7:y:2019:i:1:p:24-:d:217055
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    References listed on IDEAS

    as
    1. Jun Pan & Allen M. Poteshman, 2006. "The Information in Option Volume for Future Stock Prices," The Review of Financial Studies, Society for Financial Studies, vol. 19(3), pages 871-908.
    2. Benjamin Blau & Tyler Brough, 2015. "Are put-call ratios a substitute for short sales?," Review of Derivatives Research, Springer, vol. 18(1), pages 51-73, April.
    3. Grossman, Sanford J, 1988. "An Analysis of the Implications for Stock and Futures Price Volatility of Program Trading and Dynamic Hedging Strategies," The Journal of Business, University of Chicago Press, vol. 61(3), pages 275-298, July.
    4. Batten, Jonathan A. & Ciner, Cetin & Lucey, Brian M., 2017. "The dynamic linkages between crude oil and natural gas markets," Energy Economics, Elsevier, vol. 62(C), pages 155-170.
    5. Johnson, Travis L. & So, Eric C., 2012. "The option to stock volume ratio and future returns," Journal of Financial Economics, Elsevier, vol. 106(2), pages 262-286.
    6. Sangram Keshari Jena & Ashutosh Dash, 2014. "Trading activity and Nifty index futures volatility: an empirical analysis," Applied Financial Economics, Taylor & Francis Journals, vol. 24(17), pages 1167-1176, September.
    7. Andy Fodor & Kevin Krieger & James Doran, 2011. "Do option open-interest changes foreshadow future equity returns?," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 25(3), pages 265-280, September.
    8. Bouri, Elie & Roubaud, David & Jammazi, Rania & Assaf, Ata, 2017. "Uncovering frequency domain causality between gold and the stock markets of China and India: Evidence from implied volatility indices," Finance Research Letters, Elsevier, vol. 23(C), pages 23-30.
    9. Back, Kerry, 1993. "Asymmetric Information and Options," The Review of Financial Studies, Society for Financial Studies, vol. 6(3), pages 435-472.
    10. Doojin Ryu, 2015. "The Information Content of Trades: An Analysis of KOSPI 200 Index Derivatives," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 35(3), pages 201-221, March.
    11. Brennan, Michael J & Cao, H Henry, 1996. "Information, Trade, and Derivative Securities," The Review of Financial Studies, Society for Financial Studies, vol. 9(1), pages 163-208.
    12. Tiwari, Aviral Kumar & Mutascu, Mihai Ioan & Albulescu, Claudiu Tiberiu & Kyophilavong, Phouphet, 2015. "Frequency domain causality analysis of stock market and economic activity in India," International Review of Economics & Finance, Elsevier, vol. 39(C), pages 224-238.
    13. Roll, Richard & Schwartz, Eduardo & Subrahmanyam, Avanidhar, 2010. "O/S: The relative trading activity in options and stock," Journal of Financial Economics, Elsevier, vol. 96(1), pages 1-17, April.
    14. Aviral Kumar Tiwari & Mohamed Arouri & Frédéric Teulon, 2014. "Oil prices and trade balance: A frequency domain analysis for India," Economics Bulletin, AccessEcon, vol. 34(2), pages 663-680.
    15. Chang, Chuang-Chang & Hsieh, Pei-Fang & Lai, Hung-Neng, 2009. "Do informed option investors predict stock returns? Evidence from the Taiwan stock exchange," Journal of Banking & Finance, Elsevier, vol. 33(4), pages 757-764, April.
    16. H. Henry Cao & Dongyan Ye, 2016. "Transaction Risk, Derivative Assets, and Equilibrium," Quarterly Journal of Finance (QJF), World Scientific Publishing Co. Pte. Ltd., vol. 6(01), pages 1-20, March.
    17. Li, Wei-Xuan & Chen, Clara Chia-Sheng & French, Joseph J., 2015. "Toward an early warning system of financial crises: What can index futures and options tell us?," The Quarterly Review of Economics and Finance, Elsevier, vol. 55(C), pages 87-99.
    18. Roll, Richard & Schwartz, Eduardo & Subrahmanyam, Avanidhar, 2009. "Options trading activity and firm valuation," Journal of Financial Economics, Elsevier, vol. 94(3), pages 345-360, December.
    19. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    20. Du, Brian & Fung, Scott & Loveland, Robert, 2018. "The informational role of options markets: Evidence from FOMC announcements," Journal of Banking & Finance, Elsevier, vol. 92(C), pages 237-256.
    21. Jushan Bai & Pierre Perron, 2003. "Computation and analysis of multiple structural change models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(1), pages 1-22.
    22. Biais, Bruno & Hillion, Pierre, 1994. "Insider and Liquidity Trading in Stock and Options Markets," The Review of Financial Studies, Society for Financial Studies, vol. 7(4), pages 743-780.
    23. Hiroshi Yamada & Wei Yanfeng, 2014. "Some Theoretical and Simulation Results on the Frequency Domain Causality Test," Econometric Reviews, Taylor & Francis Journals, vol. 33(8), pages 936-947, November.
    24. Breitung, Jorg & Candelon, Bertrand, 2006. "Testing for short- and long-run causality: A frequency-domain approach," Journal of Econometrics, Elsevier, vol. 132(2), pages 363-378, June.
    25. Blau, Benjamin M. & Nguyen, Nga & Whitby, Ryan J., 2014. "The information content of option ratios," Journal of Banking & Finance, Elsevier, vol. 43(C), pages 179-187.
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