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Monetary environments and stock returns: International evidence based on the quantile regression technique

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  • Chevapatrakul, Thanaset

Abstract

This paper investigates the impact of the local and the US monetary policy environments on stock returns at the different locations on the return distributions. Using data for stock returns and interest rates of 30 countries, the quantile regression technique is employed to estimate the sensitivity of the returns to monetary policy at the different points on the return distributions. The results suggest that higher returns are associated with expansionary monetary policy. Furthermore, some of the stock markets in the sample are found to react to the local, but not the US monetary environments at the lower quantiles while the response at the higher quantiles appears to be sensitive to the US, but not the local monetary conditions. These findings are further supported by the slope equality tests, discussed in Koenker & Bassett (1982), and the analysis of weighted absolute residuals (ANOWAR), proposed by Chen, Ying, Zhang, & Zhao (2008).

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  • Chevapatrakul, Thanaset, 2015. "Monetary environments and stock returns: International evidence based on the quantile regression technique," International Review of Financial Analysis, Elsevier, vol. 38(C), pages 83-108.
    • Handle: RePEc:eee:finana:v:38:y:2015:i:c:p:83-108
    DOI: 10.1016/j.irfa.2015.01.013
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    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. Pearce, Douglas K & Roley, V Vance, 1985. "Stock Prices and Economic News," The Journal of Business, University of Chicago Press, vol. 58(1), pages 49-67, January.
    3. Martin Feldstein, 1983. "Inflation and the Stock Market," NBER Chapters, in: Inflation, Tax Rules, and Capital Formation, pages 186-198, National Bureau of Economic Research, Inc.
    4. Pearce, Douglas K & Roley, V Vance, 1983. "The Reaction of Stock Prices to Unanticipated Changes in Money: A Note," Journal of Finance, American Finance Association, vol. 38(4), pages 1323-1333, September.
    5. Kani Chen & Zhiliang Ying & Hong Zhang & Lincheng Zhao, 2008. "Analysis of least absolute deviation," Biometrika, Biometrika Trust, vol. 95(1), pages 107-122.
    6. Roger W. Koenker & Vasco D'Orey, 1987. "Computing Regression Quantiles," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 36(3), pages 383-393, November.
    7. Ehrmann, Michael & Fratzscher, Marcel, 2004. "Taking stock: monetary policy transmission to equity markets," Working Paper Series 354, European Central Bank.
    8. Lobo, Bento J, 2000. "Asymmetric Effects of Interest Rate Changes on Stock Prices," The Financial Review, Eastern Finance Association, vol. 35(3), pages 125-143, August.
    9. Koenker, Roger & Bassett, Gilbert, Jr, 1982. "Robust Tests for Heteroscedasticity Based on Regression Quantiles," Econometrica, Econometric Society, vol. 50(1), pages 43-61, January.
    10. John H. Boyd & Jian Hu & Ravi Jagannathan, 2005. "The Stock Market's Reaction to Unemployment News: Why Bad News Is Usually Good for Stocks," Journal of Finance, American Finance Association, vol. 60(2), pages 649-672, April.
    11. Chevapatrakul, Thanaset, 2014. "Monetary environments and stock returns revisited: A quantile regression approach," Economics Letters, Elsevier, vol. 123(2), pages 122-126.
    12. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    13. Zheng, John Xu, 1998. "A Consistent Nonparametric Test Of Parametric Regression Models Under Conditional Quantile Restrictions," Econometric Theory, Cambridge University Press, vol. 14(1), pages 123-138, February.
    14. Thorbecke, Willem, 1997. "On Stock Market Returns and Monetary Policy," Journal of Finance, American Finance Association, vol. 52(2), pages 635-654, June.
    15. Martin Feldstein, 1983. "Inflation, Tax Rules, and the Stock Market," NBER Chapters, in: Inflation, Tax Rules, and Capital Formation, pages 199-220, National Bureau of Economic Research, Inc.
    16. Jensen, Gerald R. & Mercer, Jeffrey M. & Johnson, Robert R., 1996. "Business conditions, monetary policy, and expected security returns," Journal of Financial Economics, Elsevier, vol. 40(2), pages 213-237, February.
    17. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    18. Waud, Roger N, 1970. "Public Interpretation of Federal Reserve Discount Rate Changes: Evidence on the 'Announcement Effect'," Econometrica, Econometric Society, vol. 38(2), pages 231-250, March.
    19. Jensen, Gerald R. & Johnson, Robert R., 1995. "Discount rate changes and security returns in the U.S., 1962-1991," Journal of Banking & Finance, Elsevier, vol. 19(1), pages 79-95, April.
    20. Fama, Eugene F. & French, Kenneth R., 1989. "Business conditions and expected returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 25(1), pages 23-49, November.
    21. Michael D. Bordo & David C. Wheelock, 2007. "Stock market booms and monetary policy in the twentieth century," Review, Federal Reserve Bank of St. Louis, vol. 89(Mar), pages 91-122.
    22. Buchinsky, Moshe, 1995. "Estimating the asymptotic covariance matrix for quantile regression models a Monte Carlo study," Journal of Econometrics, Elsevier, vol. 68(2), pages 303-338, August.
    23. Conover, C. Mitchell & Jensen, Gerald R. & Johnson, Robert R., 1999. "Monetary environments and international stock returns," Journal of Banking & Finance, Elsevier, vol. 23(9), pages 1357-1381, September.
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    Cited by:

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    2. Guo, Peng & Zhu, Huiming & You, Wanhai, 2018. "Asymmetric dependence between economic policy uncertainty and stock market returns in G7 and BRIC: A quantile regression approach," Finance Research Letters, Elsevier, vol. 25(C), pages 251-258.
    3. Stephanos Papadamou & Νikolaos A. Kyriazis & Panayiotis G. Tzeremes, 2020. "US non-linear causal effects on global equity indices in Normal times versus unconventional eras," International Economics and Economic Policy, Springer, vol. 17(2), pages 381-407, May.
    4. Mohammad Enamul Hoque & Mohd Azlan Shah Zaidi & M. Kabir Hassan, 2021. "Geopolitical Uncertainties and Malaysian Stock Market Returns: Do Market Conditions Matter?," Mathematics, MDPI, vol. 9(19), pages 1-16, September.
    5. Chevapatrakul, Thanaset & Xu, Zhongxiang & Yao, Kai, 2019. "The impact of tail risk on stock market returns: The role of market sentiment," International Review of Economics & Finance, Elsevier, vol. 59(C), pages 289-301.

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    More about this item

    Keywords

    Quantile regression; Monetary policy; Stock markets;
    All these keywords.

    JEL classification:

    • C01 - Mathematical and Quantitative Methods - - General - - - Econometrics
    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates

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