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Firm-specific stock and bond predictability: New evidence from Canada

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  • Cao, N.
  • Galvani, V.
  • Gubellini, S.

Abstract

Asynchronous and contemporaneous links between the values of individual stocks and bonds issued by the same firm offer indications on how firm-specific information streams between the stock and bond markets. We examine these links using a novel database including bonds issued by Canadian firms over three decades. The overall results provide strong evidence of information flows streaming from the stock to the bond market, and suggest that significant bidirectional information flows were triggered by the 2007 financial crisis. Further, information regarding the mean of the firm's value, rather than its volatility, prevails in driving contemporaneous variations in stocks and bonds.

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  • Cao, N. & Galvani, V. & Gubellini, S., 2017. "Firm-specific stock and bond predictability: New evidence from Canada," International Review of Economics & Finance, Elsevier, vol. 51(C), pages 174-192.
    • Handle: RePEc:eee:reveco:v:51:y:2017:i:c:p:174-192
    DOI: 10.1016/j.iref.2017.05.007
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    as
    1. Ben S. Bernanke & Kenneth N. Kuttner, 2005. "What Explains the Stock Market's Reaction to Federal Reserve Policy?," Journal of Finance, American Finance Association, vol. 60(3), pages 1221-1257, June.
    2. Michael R. King, 2009. "Prebid Run‐Ups Ahead of Canadian Takeovers: How Big Is the Problem?," Financial Management, Financial Management Association International, vol. 38(4), pages 699-726, December.
    3. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    4. Landon, Stuart, 2009. "The capitalization of taxes in bond prices: Evidence from the market for Government of Canada bonds," Journal of Banking & Finance, Elsevier, vol. 33(12), pages 2175-2184, December.
    5. Cooper, Michael, 1999. "Filter Rules Based on Price and Volume in Individual Security Overreaction," The Review of Financial Studies, Society for Financial Studies, vol. 12(4), pages 901-935.
    6. Kuttner, Kenneth N., 2001. "Monetary policy surprises and interest rates: Evidence from the Fed funds futures market," Journal of Monetary Economics, Elsevier, vol. 47(3), pages 523-544, June.
    7. D’Amico, Stefania & King, Thomas B., 2013. "Flow and stock effects of large-scale treasury purchases: Evidence on the importance of local supply," Journal of Financial Economics, Elsevier, vol. 108(2), pages 425-448.
    8. Jonathan H. Wright, 2012. "What does Monetary Policy do to Long‐term Interest Rates at the Zero Lower Bound?," Economic Journal, Royal Economic Society, vol. 122(564), pages 447-466, November.
    9. Campbell, John Y., 1987. "Stock returns and the term structure," Journal of Financial Economics, Elsevier, vol. 18(2), pages 373-399, June.
    10. Adrien Verdelhan, 2010. "A Habit‐Based Explanation of the Exchange Rate Risk Premium," Journal of Finance, American Finance Association, vol. 65(1), pages 123-146, February.
    11. Rigobon, Roberto & Sack, Brian, 2004. "The impact of monetary policy on asset prices," Journal of Monetary Economics, Elsevier, vol. 51(8), pages 1553-1575, November.
    12. Cameron, A. Colin & Gelbach, Jonah B. & Miller, Douglas L., 2011. "Robust Inference With Multiway Clustering," Journal of Business & Economic Statistics, American Statistical Association, vol. 29(2), pages 238-249.
    13. David Roodman, 2009. "A Note on the Theme of Too Many Instruments," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(1), pages 135-158, February.
    14. Christopher Martin & Costas Milas, 2012. "Quantitative easing: a sceptical survey," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 28(4), pages 750-764, WINTER.
    15. Tsai, Hui-Ju, 2014. "The informational efficiency of bonds and stocks: The role of institutional sized bond trades," International Review of Economics & Finance, Elsevier, vol. 31(C), pages 34-45.
    16. John Y. Campbell & John Cochrane, 1999. "Force of Habit: A Consumption-Based Explanation of Aggregate Stock Market Behavior," Journal of Political Economy, University of Chicago Press, vol. 107(2), pages 205-251, April.
    17. F. Wang & Ting Zhang, 2014. "The effect of unfunded pension liabilities on corporate bond ratings, default risk, and recovery rate," Review of Quantitative Finance and Accounting, Springer, vol. 43(4), pages 781-802, November.
    18. Joseph Gagnon & Matthew Raskin & Julie Remache & Brian Sack, 2011. "The Financial Market Effects of the Federal Reserve's Large-Scale Asset Purchases," International Journal of Central Banking, International Journal of Central Banking, vol. 7(1), pages 3-43, March.
    19. Ronen, Tavy & Zhou, Xing, 2013. "Trade and information in the corporate bond market," Journal of Financial Markets, Elsevier, vol. 16(1), pages 61-103.
    20. Kapadia, Nikunj & Pu, Xiaoling, 2012. "Limited arbitrage between equity and credit markets," Journal of Financial Economics, Elsevier, vol. 105(3), pages 542-564.
    21. David Bolder & Grahame Johnson & Adam Metzler, 2004. "An Empirical Analysis of the Canadian Term Structure of Zero-Coupon Interest Rates," Staff Working Papers 04-48, Bank of Canada.
    22. Merton, Robert C, 1974. "On the Pricing of Corporate Debt: The Risk Structure of Interest Rates," Journal of Finance, American Finance Association, vol. 29(2), pages 449-470, May.
    23. Batten, Jonathan A. & Jacoby, Gady & Liao, Rose C., 2014. "Corporate yield spreads and real interest rates," International Review of Financial Analysis, Elsevier, vol. 34(C), pages 89-100.
    24. Edwin J. Elton & Martin J. Gruber & Deepak Agrawal & Christopher Mann, 2001. "Explaining the Rate Spread on Corporate Bonds," Journal of Finance, American Finance Association, vol. 56(1), pages 247-277, February.
    25. John Y. Campbell & Glen B. Taksler, 2003. "Equity Volatility and Corporate Bond Yields," Journal of Finance, American Finance Association, vol. 58(6), pages 2321-2350, December.
    26. Monika Piazzesi, 2002. "The Fed and Interest Rates - A High-Frequency Identification," American Economic Review, American Economic Association, vol. 92(2), pages 90-95, May.
    27. Jabbour, Alain R. & Jalilvand, Abolhassan & Switzer, Jeannette A., 2000. "Pre-bid price run-ups and insider trading activity: Evidence from Canadian acquisitions," International Review of Financial Analysis, Elsevier, vol. 9(1), pages 21-43, February.
    28. Newey, Whitney & West, Kenneth, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
    29. Liu, Sheen & Shi, Jian & Wang, Junbo & Wu, Chunchi, 2009. "The determinants of corporate bond yields," The Quarterly Review of Economics and Finance, Elsevier, vol. 49(1), pages 85-109, February.
    30. Downing, Chris & Underwood, Shane & Xing, Yuhang, 2009. "The Relative Informational Efficiency of Stocks and Bonds: An Intraday Analysis," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(5), pages 1081-1102, October.
    31. Peters, David W., 2007. "The behavior of government of Canada real return bond returns," International Review of Financial Analysis, Elsevier, vol. 16(2), pages 152-171.
    32. Kyle, Albert S, 1985. "Continuous Auctions and Insider Trading," Econometrica, Econometric Society, vol. 53(6), pages 1315-1335, November.
    33. Erdogan, Oral & Tata, Kenan & Karahasan, B. Can & Sengoz, M. Hakan, 2013. "Dynamics of the co-movement between stock and maritime markets," International Review of Economics & Finance, Elsevier, vol. 25(C), pages 282-290.
    34. Kawaller, Ira G & Koch, Paul D & Koch, Timothy W, 1987. "The Temporal Price Relationship between S&P 500 Futures and the S and P 500 Index," Journal of Finance, American Finance Association, vol. 42(5), pages 1309-1329, December.
    35. Campbell, John Y & Ammer, John, 1993. "What Moves the Stock and Bond Markets? A Variance Decomposition for Long-Term Asset Returns," Journal of Finance, American Finance Association, vol. 48(1), pages 3-37, March.
    36. Laurence Booth & George Georgopoulos & Walid Hejazi, 2007. "What drives provincial-Canada yield spreads?," Canadian Journal of Economics, Canadian Economics Association, vol. 40(3), pages 1008-1032, August.
    37. Pierre Collin-Dufresn & Robert S. Goldstein & J. Spencer Martin, 2001. "The Determinants of Credit Spread Changes," Journal of Finance, American Finance Association, vol. 56(6), pages 2177-2207, December.
    38. Landon, Stuart & Smith, Constance E., 2007. "Government debt spillovers in a monetary union," The North American Journal of Economics and Finance, Elsevier, vol. 18(2), pages 135-154, August.
    39. Refet S. Gürkaynak & Brian Sack & Eric Swanson, 2005. "The Sensitivity of Long-Term Interest Rates to Economic News: Evidence and Implications for Macroeconomic Models," American Economic Review, American Economic Association, vol. 95(1), pages 425-436, March.
    40. Kwan, Simon H., 1996. "Firm-specific information and the correlation between individual stocks and bonds," Journal of Financial Economics, Elsevier, vol. 40(1), pages 63-80, January.
    41. Schaefer, Stephen M. & Strebulaev, Ilya A., 2008. "Structural models of credit risk are useful: Evidence from hedge ratios on corporate bonds," Journal of Financial Economics, Elsevier, vol. 90(1), pages 1-19, October.
    42. Gebhardt, William R. & Hvidkjaer, Soeren & Swaminathan, Bhaskaran, 2005. "The cross-section of expected corporate bond returns: Betas or characteristics?," Journal of Financial Economics, Elsevier, vol. 75(1), pages 85-114, January.
    43. Hong, Yongmiao & Lin, Hai & Wu, Chunchi, 2012. "Are corporate bond market returns predictable?," Journal of Banking & Finance, Elsevier, vol. 36(8), pages 2216-2232.
    44. Harrison Hong & Jeremy C. Stein, 1999. "A Unified Theory of Underreaction, Momentum Trading, and Overreaction in Asset Markets," Journal of Finance, American Finance Association, vol. 54(6), pages 2143-2184, December.
    45. King, Tao-Hsien Dolly & Khang, Kenneth, 2005. "On the importance of systematic risk factors in explaining the cross-section of corporate bond yield spreads," Journal of Banking & Finance, Elsevier, vol. 29(12), pages 3141-3158, December.
    46. Edith S. Hotchkiss & Tavy Ronen, 2002. "The Informational Efficiency of the Corporate Bond Market: An Intraday Analysis," The Review of Financial Studies, Society for Financial Studies, vol. 15(5), pages 1325-1354.
    47. Kerry Back & Kevin Crotty, 2015. "The Informational Role of Stock and Bond Volume," The Review of Financial Studies, Society for Financial Studies, vol. 28(5), pages 1381-1427.
    48. 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.
    49. Chan, Kalok, 1992. "A Further Analysis of the Lead-Lag Relationship between the Cash Market and Stock Index Futures Market," The Review of Financial Studies, Society for Financial Studies, vol. 5(1), pages 123-152.
    50. Stephan, Jens A & Whaley, Robert E, 1990. "Intraday Price Change and Trading Volume Relations in the Stock and Stock Option Markets," Journal of Finance, American Finance Association, vol. 45(1), pages 191-220, March.
    51. Stoll, Hans R. & Whaley, Robert E., 1990. "The Dynamics of Stock Index and Stock Index Futures Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 25(4), pages 441-468, December.
    52. Brandt, Michael W. & Wang, Kevin Q., 2003. "Time-varying risk aversion and unexpected inflation," Journal of Monetary Economics, Elsevier, vol. 50(7), pages 1457-1498, October.
    53. Tinic, Seha M. & Barone-Adesi, Giovanni & West, Richard R., 1987. "Seasonality in Canadian Stock Prices: A Test of the “Tax-Loss-Selling†Hypothesis," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 22(1), pages 51-63, March.
    54. Duffee, Gregory R., 1995. "Stock returns and volatility A firm-level analysis," Journal of Financial Economics, Elsevier, vol. 37(3), pages 399-420, March.
    55. George Bittlingmayer & Shane M. Moser, 2014. "What Does the Corporate Bond Market Know?," The Financial Review, Eastern Finance Association, vol. 49(1), pages 1-19, February.
    56. Ackert, Lucy F. & Athanassakos, George, 2005. "The relationship between short interest and stock returns in the Canadian market," Journal of Banking & Finance, Elsevier, vol. 29(7), pages 1729-1749, July.
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    More about this item

    Keywords

    Bond yields; Stock returns; Bond-stock correlations; Market efficiency;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading

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