IDEAS home Printed from https://ideas.repec.org/a/eco/journ1/2016-04-28.html
   My bibliography  Save this article

Application of Generalized Autoregressive Conditional Heteroschedasticity Model on Inflation and Share Price Movement in Nigeria

Author

Listed:
  • Charles O. Manasseh

    (Department of Economics, University of Nigeria, Nsukka. Enugu State, South-East Nigeria,)

  • Ambrose N. Omeje

    (Department of Economics, University of Nigeria, Nsukka. Enugu State, South-East Nigeria.)

Abstract

In the past, studies on the linkage between share prices movement and inflation has been subjected to extensive research by academics, researchers, practitioners and policy makers since the 1990s. Most studies in the industrialized economies showed the existence of negative relationship between share price movement and inflation. Consequently, this paper utilized generalized autoregressive conditional heteroschedasticity (GARCH) model and investigated the influence of inflation on share price movement in Nigerian stock market, using quarterly data for the period 1981 to 2012. The findings of this paper suggest that the GARCH terms of the share price movement in Nigeria depicted a variance of autoregressive conditional heteroscedastic behaviour. Furthermore, share price movement and inflation exhibited a collective volatility of about 0.0015% during the study period. Share price movement exhibit a volatile shock of about 79% in behaviour while a 1% increase in inflation leads to about 0.15% decrease in share price movement in Nigeria. In addition, a 1% increase in market capitalization leads to about 66.8% increase in share price movement in Nigeria. Therefore, stabilizing inflation will deepen the Nigerian stock market the more thereby leading to a trickling down effect on the stock market capitalization. Hence, policies geared towards the reduction and stabilization of inflation to at least, single digit is recommended to the Nigerian monetary authorities.

Suggested Citation

  • Charles O. Manasseh & Ambrose N. Omeje, 2016. "Application of Generalized Autoregressive Conditional Heteroschedasticity Model on Inflation and Share Price Movement in Nigeria," International Journal of Economics and Financial Issues, Econjournals, vol. 6(4), pages 1491-1501.
  • Handle: RePEc:eco:journ1:2016-04-28
    as

    Download full text from publisher

    File URL: http://www.econjournals.com/index.php/ijefi/article/download/2143/pdf
    Download Restriction: no

    File URL: http://www.econjournals.com/index.php/ijefi/article/view/2143/pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Nelson, Daniel B, 1991. "Conditional Heteroskedasticity in Asset Returns: A New Approach," Econometrica, Econometric Society, vol. 59(2), pages 347-370, March.
    2. McCarthy, Joseph & Najand, Mohammad & Seifert, Bruce, 1990. "Empirical Tests of the Proxy Hypothesis," The Financial Review, Eastern Finance Association, vol. 25(2), pages 251-263, May.
    3. Fama, Eugene F, 1981. "Stock Returns, Real Activity, Inflation, and Money," American Economic Review, American Economic Association, vol. 71(4), pages 545-565, September.
    4. MAKU, Olukayode E. & ATANDA, Akinwande Abdulmaliq, 2010. "Determinants of stock market performance in Nigeria: long-run analysis," MPRA Paper 35838, University Library of Munich, Germany.
    5. Hakan Berument & Mohamed Mehdi Jelassi, 2002. "The Fisher hypothesis: a multi-country analysis," Applied Economics, Taylor & Francis Journals, vol. 34(13), pages 1645-1655.
    6. Bekaert, Geert & Engstrom, Eric, 2010. "Inflation and the stock market: Understanding the "Fed Model"," Journal of Monetary Economics, Elsevier, vol. 57(3), pages 278-294, April.
    7. Mark Crosby, 2001. "Stock Returns and Inflation," Australian Economic Papers, Wiley Blackwell, vol. 40(2), pages 156-165, June.
    8. Narayan, Paresh Kumar & Narayan, Seema & Prasad, Arti, 2008. "Understanding the oil price-exchange rate nexus for the Fiji islands," Energy Economics, Elsevier, vol. 30(5), pages 2686-2696, September.
    9. Crosby, Mark, 2001. "Stock Returns and Inflation," Australian Economic Papers, Wiley Blackwell, vol. 40(2), pages 156-165, June.
    10. Ghosh, Sajal, 2011. "Examining crude oil price - Exchange rate nexus for India during the period of extreme oil price volatility," Applied Energy, Elsevier, vol. 88(5), pages 1886-1889, May.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Charles O. Manasseh & Nnah M. Iroha & Kingsley I. Okere & Ifeoma C. Nwakoby & Ogochukwu C. Okanya & Nnenna Nwonye & Onuselogu Odidi & Oliver I. Inyiama, 2022. "Application of Markov chain to share price movement in Nigeria (1985–2019)," Future Business Journal, Springer, vol. 8(1), pages 1-14, December.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Sinha, Avik, 2017. "Examination of oil import-exchange nexus for India after currency crisis," MPRA Paper 100359, University Library of Munich, Germany, revised 2017.
    2. Chiang, Thomas C., 2023. "Real stock market returns and inflation: Evidence from uncertainty hypotheses," Finance Research Letters, Elsevier, vol. 53(C).
    3. Jamal Bouoiyour & Refk Selmi, 2015. "Exchange volatility and export performance in Egypt: New insights from wavelet decomposition and optimal GARCH model," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 24(2), pages 201-227, March.
    4. Rushdi, Mustabshira & Kim, Jae H. & Silvapulle, Param, 2012. "ARDL bounds tests and robust inference for the long run relationship between real stock returns and inflation in Australia," Economic Modelling, Elsevier, vol. 29(3), pages 535-543.
    5. Hondroyiannis, George & Papapetrou, Evangelia, 2006. "Stock returns and inflation in Greece: A Markov switching approach," Review of Financial Economics, Elsevier, vol. 15(1), pages 76-94.
    6. Yijin He & Shigeyuki Hamori, 2019. "Conditional Dependence between Oil Prices and Exchange Rates in BRICS Countries: An Application of the Copula-GARCH Model," JRFM, MDPI, vol. 12(2), pages 1-25, June.
    7. Somayeh Madadpour & Mohsen Asgari, 2019. "The puzzling relationship between stocks return and inflation: a review article," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 66(2), pages 115-145, June.
    8. Oğuz Tümtürk, 2022. "Global Uncertainty and Exchange Rate Volatility," EKOIST Journal of Econometrics and Statistics, Istanbul University, Faculty of Economics, vol. 0(37), pages 69-84, December.
    9. Du, Ding, 2006. "Monetary policy, stock returns and inflation," Journal of Economics and Business, Elsevier, vol. 58(1), pages 36-54.
    10. Charles O. Manasseh & Janathan E. Ogbuabor & Felicia C. Abada & Okoro E.U. Okoro & Aja Ebeke Egele & Josaphat U. Onwumere, 2019. "Analysis of Oil Price Oscillations, Exchange Rate Dynamics and Economic Performance," International Journal of Energy Economics and Policy, Econjournals, vol. 9(1), pages 95-106.
    11. Idowu Oluwasayo Ayodeji, 2017. "Oil and the Naira: A Markov Switching Perspective," African Development Review, African Development Bank, vol. 29(4), pages 562-574, December.
    12. Li, Yuming, 1998. "Expected stock returns, risk premiums and volatilities of economic factors1," Journal of Empirical Finance, Elsevier, vol. 5(2), pages 69-97, June.
    13. Renatas Kizys & Peter Spencer, 2007. "Assessing the Relation between Equity Risk Premium and Macroeconomic Volatilities in the UK," Discussion Papers 07/13, Department of Economics, University of York.
    14. Wilton Bernardino & João B. Amaral & Nelson L. Paes & Raydonal Ospina & José L. Távora, 2022. "A statistical investigation of a stock valuation model," SN Business & Economics, Springer, vol. 2(8), pages 1-25, August.
    15. Mansur, Alfan & Liu, Yichang & Zaman, Kazi Arif Uz, 2015. "Portfolio Shocks and the Dynamics of the Real Economy of Australia (1980-2014): A Structural Vector Autoregressive Model Approach," MPRA Paper 93992, University Library of Munich, Germany, revised 17 May 2015.
    16. Bampinas, Georgios & Panagiotidis, Theodore, 2016. "Hedging inflation with individual US stocks: A long-run portfolio analysis," The North American Journal of Economics and Finance, Elsevier, vol. 37(C), pages 374-392.
    17. Bouoiyour, Jamal & Selmi, Refk & Tiwari, Aviral Kumar & Shahbaz, Muhammad, 2015. "The nexus between oil price and Russia's real exchange rate: Better paths via unconditional vs conditional analysis," Energy Economics, Elsevier, vol. 51(C), pages 54-66.
    18. Osamah M. Al-Khazali, 2003. "Stock Prices, Inflation, and Output: Evidence from the Emerging Markets," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 2(3), pages 287-314, September.
    19. Andrew Ang & Marie Brière & Ombretta Signori, 2012. "Inflation and Individual Equities," Post-Print hal-01494500, HAL.
    20. Zied Ftiti & Aviral Tiwari & Ibrahim Fatnassi, 2014. "Oil price and macroeconomy in India – An evolutionary cospectral coherence approach," Working Papers 2014-68, Department of Research, Ipag Business School.

    More about this item

    Keywords

    Inflation; Share Price; Generalized Autoregressive Conditional Heteroschedasticity; Influence; Stock Market;
    All these keywords.

    JEL classification:

    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation
    • G00 - Financial Economics - - General - - - General
    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eco:journ1:2016-04-28. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Ilhan Ozturk (email available below). General contact details of provider: http://www.econjournals.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.