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Modeling the Relationships Across Nigeria Inflation, Exchange Rate, and Stock Market Returns and Further Analysis

Author

Listed:
  • I. E. Okorie

    (University of Manchester)

  • A. C. Akpanta

    (Abia State University)

  • J. Ohakwe

    (Federal University Otuoke)

  • D. C. Chikezie

    (Abia State University)

  • C. U. Onyemachi

    (Abia State University)

  • M. C. Ugwu

    (University of Nigeria)

Abstract

For the first time, a more detailed statistical analysis of the dependence across Nigeria inflation, exchange rate, and stock market returns is provided by means of copulas. A positive relationship is found to exist between Nigeria inflation and the exchange rate of Nigeria Naira versus USD, a negligible positive relationship exists between Nigeria inflation and her stock market returns, and a weak positive relationship exists between the exchange rate of Nigeria Naira versus USD and her stock market returns. Eighteen months forecast for each of the time series and the value at risk estimates for the Nigeria stock market returns are given. The Nigeria stock market is confirmed to be weak form inefficient.

Suggested Citation

  • I. E. Okorie & A. C. Akpanta & J. Ohakwe & D. C. Chikezie & C. U. Onyemachi & M. C. Ugwu, 2021. "Modeling the Relationships Across Nigeria Inflation, Exchange Rate, and Stock Market Returns and Further Analysis," Annals of Data Science, Springer, vol. 8(2), pages 295-329, June.
    • Handle: RePEc:spr:aodasc:v:8:y:2021:i:2:d:10.1007_s40745-019-00206-7
    DOI: 10.1007/s40745-019-00206-7
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    1. Emeka Nkoro & Aham Kelvin Uko, 2016. "Exchange Rate and Inflation Volatility and Stock Prices Volatility: Evidence from Nigeria, 1986-2012," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 6(6), pages 1-4.
    2. Carole Bernard & Claudia Czado, 2013. "Multivariate option pricing using copulae," Applied Stochastic Models in Business and Industry, John Wiley & Sons, vol. 29(5), pages 509-526, September.
    3. Nelson, Charles R, 1976. "Inflation and Rates of Return on Common Stocks," Journal of Finance, American Finance Association, vol. 31(2), pages 471-483, May.
    4. Hobæk Haff, Ingrid & Aas, Kjersti & Frigessi, Arnoldo, 2010. "On the simplified pair-copula construction -- Simply useful or too simplistic?," Journal of Multivariate Analysis, Elsevier, vol. 101(5), pages 1296-1310, May.
    5. Kaul, Gautam, 1987. "Stock returns and inflation : The role of the monetary sector," Journal of Financial Economics, Elsevier, vol. 18(2), pages 253-276, June.
    6. Claudiu Tiberiu Albulescu & Christian Aubin & Daniel Goyeau, 2017. "Stock prices, inflation and inflation uncertainty in the U.S.: testing the long-run relationship considering Dow Jones sector indexes," Applied Economics, Taylor & Francis Journals, vol. 49(18), pages 1794-1807, April.
    7. Ding, Zhuanxin & Granger, Clive W. J. & Engle, Robert F., 1993. "A long memory property of stock market returns and a new model," Journal of Empirical Finance, Elsevier, vol. 1(1), pages 83-106, June.
    8. Paul H. Kupiec, 1995. "Techniques for verifying the accuracy of risk measurement models," Finance and Economics Discussion Series 95-24, Board of Governors of the Federal Reserve System (U.S.).
    9. D. Ventosa-Santaulària, 2009. "Spurious Regression," Journal of Probability and Statistics, Hindawi, vol. 2009, pages 1-27, August.
    10. 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.
    11. Fama, Eugene F, 1981. "Stock Returns, Real Activity, Inflation, and Money," American Economic Review, American Economic Association, vol. 71(4), pages 545-565, September.
    12. Fama, Eugene F. & Schwert, G. William, 1977. "Asset returns and inflation," Journal of Financial Economics, Elsevier, vol. 5(2), pages 115-146, November.
    13. Bodie, Zvi, 1976. "Common Stocks as a Hedge against Inflation," Journal of Finance, American Finance Association, vol. 31(2), pages 459-470, May.
    14. Geske, Robert & Roll, Richard, 1983. "The Fiscal and Monetary Linkage between Stock Returns and Inflation," Journal of Finance, American Finance Association, vol. 38(1), pages 1-33, March.
    15. Phillips, P.C.B., 1986. "Understanding spurious regressions in econometrics," Journal of Econometrics, Elsevier, vol. 33(3), pages 311-340, December.
    16. Schwert, G William, 1990. "Stock Volatility and the Crash of '87," The Review of Financial Studies, Society for Financial Studies, vol. 3(1), pages 77-102.
    17. I. D. Hill, 1973. "The Normal Integral," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 22(3), pages 424-427, November.
    18. Dornbusch, Rudiger & Fischer, Stanley, 1980. "Exchange Rates and the Current Account," American Economic Review, American Economic Association, vol. 70(5), pages 960-971, December.
    19. Orawan Ratanapakorn & Subhash Sharma, 2007. "Dynamic analysis between the US stock returns and the macroeconomic variables," Applied Financial Economics, Taylor & Francis Journals, vol. 17(5), pages 369-377.
    20. Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
    21. Aas, Kjersti & Czado, Claudia & Frigessi, Arnoldo & Bakken, Henrik, 2009. "Pair-copula constructions of multiple dependence," Insurance: Mathematics and Economics, Elsevier, vol. 44(2), pages 182-198, April.
    22. Jakob Madsen, 2007. "Pitfalls in estimates of the relationship between stock returns and inflation," Empirical Economics, Springer, vol. 33(1), pages 1-21, July.
    23. Adelchi Azzalini, 2005. "The Skew‐normal Distribution and Related Multivariate Families," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 32(2), pages 159-188, June.
    24. Babajide Fowowe, 2015. "The relationship between stock prices and exchange rates in South Africa and Nigeria: structural breaks analysis," International Review of Applied Economics, Taylor & Francis Journals, vol. 29(1), pages 1-14, January.
    25. Brechmann, Eike Christian & Schepsmeier, Ulf, 2013. "Modeling Dependence with C- and D-Vine Copulas: The R Package CDVine," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 52(i03).
    26. Gavin, Michael, 1989. "The stock market and exchange rate dynamics," Journal of International Money and Finance, Elsevier, vol. 8(2), pages 181-200, June.
    27. Boudoukh, Jacob & Richardson, Matthew, 1993. "Stock Returns and Inflation: A Long-Horizon Perspective," American Economic Review, American Economic Association, vol. 83(5), pages 1346-1355, December.
    28. Yuxi Tao & Junlin Liu & Zhihui Li & Jinguan Lin & Tao Lu & Fangrong Yan, 2013. "Dose-Finding Based on Bivariate Efficacy-Toxicity Outcome Using Archimedean Copula," PLOS ONE, Public Library of Science, vol. 8(11), pages 1-6, November.
    29. Bera, Anil K & Higgins, Matthew L, 1993. "ARCH Models: Properties, Estimation and Testing," Journal of Economic Surveys, Wiley Blackwell, vol. 7(4), pages 305-366, December.
    30. Andreas Humpe & Peter Macmillan, 2009. "Can macroeconomic variables explain long-term stock market movements? A comparison of the US and Japan," Applied Financial Economics, Taylor & Francis Journals, vol. 19(2), pages 111-119.
    31. Charles Kwofie & Richard Kwame Ansah, 2018. "A Study of the Effect of Inflation and Exchange Rate on Stock Market Returns in Ghana," International Journal of Mathematics and Mathematical Sciences, Hindawi, vol. 2018, pages 1-8, March.
    32. Engle, Robert F, 1982. "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation," Econometrica, Econometric Society, vol. 50(4), pages 987-1007, July.
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