Preview

Macroeconomic Variables and Stock Market Returns: Full Information Maximum Likelihood Estimation

Powerful Essays
Open Document
Open Document
9111 Words
Grammar
Grammar
Plagiarism
Plagiarism
Writing
Writing
Score
Score
Macroeconomic Variables and Stock Market Returns: Full Information Maximum Likelihood Estimation
Research Journal of Finance and Accounting ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online) Vol 2, No 4, 2011

www.iiste.org

Macroeconomic Variables and Stock Market Returns: Full Information Maximum Likelihood Estimation
John K. M. Kuwornu (Corresponding author) Department of Agricultural Economics and Agribusiness, P. O. Box LG 68, University of Ghana, Legon, Accra, Ghana Tel: +233 245 131 807 E-mail: jkuwornu@ug.edu.gh / jkuwornu@gmail.com Owusu-Nantwi, Victor Ghana Institute of Management and Public Administration, P. O. Box AH 50, Achimota, Accra, Ghana Tel: + 233 245 131 807 E-mail: owuvic@yahoo.co.uk Abstract This study examines the relationship between macroeconomic variables and stock market returns using monthly data over period January 1992 to December, 2008. Macroeconomic variables used in this study are consumer price index (as a proxy for inflation), crude oil price, exchange rate and 91 day Treasury bill rate (as a proxy for interest rate). Full Information Maximum Likelihood Estimation procedure was used in establishing the relationship between macroeconomic variables and stock market returns in Ghana. The empirical results reveal that there is a significant relationship between stock market returns and three macroeconomic variables; consumer price index (inflation rate), exchange rate and Treasury bill rate seem to affect stock market returns. Consumer price index (Inflation rate) had a positive significant effect, while exchange rate and Treasury bill rate had negative significant influence on stock market returns. On the other hand, crude oil prices do not appear to have any significant effect on stock returns. The results may provide some insight to corporate managers, investors and policy makers. Key words: stock market returns, inflation rate, crude oil price, exchange rate, interest rate, Ghana 1. Introduction In recent years financial sector developments in emerging economies aimed at shifting their financial systems from one of



References: Abdullah D. A. & Hayworth, S. C. (1983). Macroeconometrics of Stock Price Fluctuations. Journal of Business and Economics, 32 (1), 49-63. Abugri, B. A. (2008). Empirical Relationship between Macroeconomic Volatility and Stock Returns: Evidence from Latin American markets. International Review of Financial Analysis, 17, 396–410. Aggarwal, R. 1981. Exchange Rate and Stock Prices. A Study of US Capital Markets Under Floating Exchange Rates, Akron Business and Economic Review 12(2), 7-12. Altay, E., 2003. The Effect of Macroeconomic Factors on Asset Returns: A Comparative Analysis of the German and the Turkish Stock Markets in an APT Framework, Martin-Luther-Universitä Halle, t 60 Research Journal of Finance and Accounting ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online) Vol 2, No 4, 2011 Betriebswirtschaftliche Diskussionsbeiträ Nr. 48/2003. ge, www.iiste.org Anokye M. A. and Tweneboah G. (2008). MPRA Paper No. 11256: Macroeconomic Factors and Stock Market Movement: Evidence from Ghana. Munich: Munich Personal RePEc Archives. Beenstock, M. and Chan, K.F., 1988. Economic Forces in London Stock Market, Oxford Bulletin of Economics and Statistics, 50, 22-39. Bilson, C. M., Brailsford, T. J., & Hooper, V. J. (2001). Selecting Macroeconomic Variables as Explanatory Factors of Emerging Stock Market Returns, Pacific-Basin Finance Journal, 9(4), 401–426. Black, F., Jensen M. C. and Scholes M.( 1972). The Capital Asset Pricing Model: Some Empirical Tests in Studies in the Theory of Capital Markets. Michael C. Jensen, ed. New York: Praeger, pp. 79–121. Bulmash, S.B., Trivoli, G.W., 1991. Time-lagged Interactions between Stock Prices and Selected Economic Variables. Journal of Portfolio Management 17 (4), 61–67. Burton, J.(1998). Revisiting the Capital Asset Pricing Model. [WWW] University of Stanford. Available from: http://www.stanford.edu/~wfsharpe/art/djam/djam.htm. [Accessed 25/10/2010]. Chatrath, A., Ramchander, S., & Song, F., (1997). Stock Prices, Inflation and Output: Evidence from India. Applied Financial Economics, 7, 439–445. Chen, N. F., Roll, R, & Ross, S. A. (1986). Economic Forces and Stock Market. Journal of Business, 59, 383−404. Choudhry, T. ( 2000). Inflation and Rates of Return on stocks: Evidence from high inflation countries. Journal of International Financial Markets, Institutions, and Money, 11, 75–96. Elton E. J. and Gruber M. J. (1991). Modern Portfolio Theory and Investment Analysis. New York: John Wiley and Sons. Engsted, T., and Tanggaard, C., 2002. The Relation between Asset Returns and Inflation at Short and Long Horizons. Journal of International Financial Markets, Institutions & Money 12, 101–118. Fama, E. F. (1981). Stock Returns, Real Activity, Inflation and Money. American Economic Review, 71 (4), 545−565. Fifield, S. G. M., Power, D. M. and Sinclair, C. D. (2002). Macroeconomic Factors and Share Returns: An Analysis using Emerging Market Data. International Journal of Finance and Economics, 33 (1), 51-62. Fisher, I., (1930). The Rate of Interest. Macmillan, New York. French, Kenneth R., Schwert, G., W. and Stambaugh, R., F., 1987. Expected Stock Returns and Variance. Journal of Financial Economics 19, 3-29. Gangemi, M., Brooks, R., and Faff R., (2000). Modelling Australia’s Country Risk: A County Beta Approach. Journal of Economic and Business, 52, 259-276. 61 Research Journal of Finance and Accounting www.iiste.org ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online) Vol 2, No 4, 2011 Gazi Mainul Hassan and Hisham Al refai (2010). Can Macroeconomic Factors Explain Equity Returns in the Long Run? The Case of Jordan. Draft 4-15/05/2010. School of Economics and Finance, University of Western Sydney, Australia. Ghana Statistical Service Monthly Report, January, 1992 – December 2008. Ghana Stock Exchange Monthly Report, January 1992 – December, 2009. GIPC (December, 2007). Sector Profile of Ghana’s Financial Service Industry. Accra, Ghana: Ghana Investment Promotion Center. Ibrahim, M and Aziz. (2003). Macroeconomic Variables and the Malaysian Equity Market. Journal of Economic Studies, 30, 6-27. Ibrahim, M and Yusoff. (1999). Macroeconomics Variables and Stock Price in Malaysia: an Empirical Analysis. Asian Economic Journal, 13(2), 219-231. Johansen S. and Juselius K. (1992). Testing Structural Hypotheses in Multivariate Cointegration Analysis of the PPP and UIP for UK. Journal of Econometrics, 53: 211 – 244. Johansen S. and Juselius K. (1990). Maximum Likelihood and Inference on Cointegration With Applications to the Demand for Money. Oxford Bulletin of Economics and Statistics, 52: 169 – 210. Kaneko T, Lee B. S. (1995). Relative Importance of Economic Factors in the U.S. and Japanese Stock Markets. Journal of Japan International Economics, 9, 290-307. Maysami, R.C., Howe, L.C., & Hamzah, M.A. (2004). Relationship between Macroeconomic Variables and Stock Market Indices: Cointegration Evidence from Stock Exchange of Singapore’s All-S sector Indices. Jurnal Pengurusan, 24, 47-77. Miller M. H. and Modigliani F. (1961). Dividend Policy, Growth and Valuation of Shares. Journal of Business, 34 (4), 411-433. Mohammed A. M. T., Wisam R., Hassama A, And Bin Amin F. M (2007), Effects Of Macroeconomic Variables on Stock Prices In Malaysia: An Approach Of Error Correction Model. International Islamic University Malaysia, Jalan Gombak-53100, Kuala Lumpur, Malaysia. Mossin, J, (1966). Equilibrium in a Capital asset Market, Econometrica, 34 (4), 768 – 783. Mukherjee, T. K. and Naka, A. (1995). Dynamic Relations between Macroeconomic Variables and the Japanese Stock Market: An Application of vector error correction model. The Journal of Financial Research, 18(2), 223-237. Omran, M., & Pointon, J. (2001). Does the Inflation Rate affect the Performance of the Stock Market? The case of Egypt. Emerging Markets Review, 2, 263–279. Osinubi, T. S. (2004). Does Stock Market Promote Economic Growth in Nigeria? The ICFAI Journal of Applied Finance, IJAF 10 (3), 17-35. Ozcam, M., (1997). “An Analysis of the Macroeconomic Factors That Determine Stock Return in Turkey”, Capital Market Board of Turkey, Publication Number 75. Pebbles, G., and Wilson, P. (1996). The Singapore Economy. Cheltenham, UK: Edward Elgar. 62 Research Journal of Finance and Accounting ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online) Vol 2, No 4, 2011 www.iiste.org Roll, R., (1977). A Critique of the Asset Pricing Theory’s Tests’ Part I: On Past and Potential Testability of the Theory. Journal of Financial Economics, 4 (2), 129 –176. Ross, S. A., (1976). The Arbitrage Theory of Capital Asset Pricing, Journal of Economic Theory, 13, 341–360. Sharpe, W., (1964), Capital Asset Prices: A Theory of Market Equilibrium under conditions of Risk, Journal of Finance, 19, 425 – 442. Soenen L. A. and Henniger E. S. (1998). An Analysis of Exchange Rates and Stock Prices: the US Experience between 1980 and 1986. Akron Business and Economic Review, 19, 71-76. Soenen L.A. and Aggarwal R. (1989). Financial Prices as Determinants of Changes in Currency Values, Paper Presented at the 25th Annual Meetings of Eastern finance Association, Philadelphia, United States. Solnik, B.(1987). Using Financial Prices to Test Exchange Rate Models: A Note, Journal of Finance, 42, 141-149. Tobin, J., (1965), “Money and Economic Growth”, Econometrica, 33(4), 671-84. Treynor, J., (1999), Toward a Theory of Market Value and Risky Assets, Unpublished manuscript, Final version in Asset Pricing and Portfolio Performance; Robert A. Korajczyk, ed., London: Risk Books, pp. 15 – 22. Ushad, S. A.; Fowdar, S.; Sannassee, R. V. and Jowaheer, M., (2008) “Return Distributions: Evidence from Emerging African Stock Exchanges” The Icfai University Journal of Financial Economics, VI (3), 41-52. Zhao, X., (1999). Stock Prices, Inflation and Output: Evidence from China. Applied Economics Letters, 6, 509–511. 63

You May Also Find These Documents Helpful

  • Satisfactory Essays

    econ 4140

    • 555 Words
    • 3 Pages

    This course is an introduction to financial econometrics. Background knowledge of finance is not required. The objective of the course is to explain, in simple terms, the use of selected statistical methods and econometric models in finance. The content of the course includes simple static and dynamic models of financial returns, elements of portfolio theory, the CAPM regression model, elements of option pricing, the Value-at-Risk (VaR), and the ARCH model.…

    • 555 Words
    • 3 Pages
    Satisfactory Essays
  • Satisfactory Essays

    Fasb Statement 86

    • 751 Words
    • 4 Pages

    Intermediate Accounting (12th Edition) Donald E. Kieso, Jerry J. Weygandt, Terry D. Warfield 2007 John Wiley and Sons, Inc. (pg 8+9)…

    • 751 Words
    • 4 Pages
    Satisfactory Essays
  • Satisfactory Essays

    B120 tma03

    • 1125 Words
    • 5 Pages

    References: Day J. and Krakhmal V. (2006) fourth edition (2011), An introduction to accounting and finance in business, Milton Keynes, The Open University…

    • 1125 Words
    • 5 Pages
    Satisfactory Essays
  • Powerful Essays

    Helsinki School of Economics, Department of Accounting and Finance, P.O. Box 1210, FIN-00101 Helsinki, Finland…

    • 13711 Words
    • 55 Pages
    Powerful Essays
  • Powerful Essays

    Department of Accounting, Graduate School of Business, Stanford University, Stanford, CA 94305, USA Received 2 March 2002; received in revised form 14 January 2003; accepted 27 January 2003…

    • 13489 Words
    • 54 Pages
    Powerful Essays
  • Powerful Essays

    Guo, H. (2006). The Risk-Return Relation in International Stock Markets. The Financial Review, 41, 565-587.…

    • 2553 Words
    • 11 Pages
    Powerful Essays
  • Powerful Essays

    Hutton Marcus

    • 17552 Words
    • 71 Pages

    Li, K., Morck, R., Yang, F., Yeung, B., 2004. Firm-specific variation and openness in emerging markets. Review of Economics and Statistics 86, 658–669. Matsumoto, D., 2002. Management’s incentives to avoid negative earnings surprises. Accounting Review 77, 483–514. Morck, R., Yeung, B., Yu, W., 2000. The information content of stock markets: why do emerging markets have synchronous stock price movements? Journal of Financial Economics 58, 215–260. Piotroski, J.D., Roulstone, D.T., 2004. The influence of analysts, institutional investors and insiders on the incorporation of market, industry and firm-specific information into stock prices. Accounting Review 79, 1119–1151. Pontiff, J., 1996. Costly arbitrage: evidence from closed-end funds. Quarterly Journal of Economics 111, 1135–1151. Roll, R., 1988. R2. Journal of Finance 43, 541–566. Romer, D., 1993. Rational asset-price movements without news. American Economic Review 83, 1112–1130. Sloan, R., 1996. Do stock prices fully reflect information in accruals and cash flows about future earnings? Accounting Review 71, 289–315. Skinner, D., Sloan, R., 2002. Earnings surprises, growth expectations, and stock returns or don’t let an earnings torpedo sink your portfolio. Review of Accounting Studies 7 (2–3), 289–312. Teoh, S.H., Welch, I., Wong, T.J., 1998a. Earnings management and the long-term market performance of initial public offerings. Journal of Finance 53, 1935–1974. Teoh, S.H., Welch, I., Wong, T.J., 1998b. Earnings management and the underperformance of seasoned equity offerings. Journal of Financial Economics 50, 63–99. US General Accounting Office, 2002. Financial Statement Restatements: Trends, Market Impacts, Regulatory Responses and Remaining Challenges. US Government Printing Office, Washington, DC / www.gao.gov/new.items/d03138.pdfS. West, K.D., 1988. Bubbles, fads, and stock price volatility tests: a partial evaluation. Journal of Finance 43, 639–656. Wie, S., Zhang, C., 2006. Why did individual stocks become more volatile? Journal of Business 79, 259–292.…

    • 17552 Words
    • 71 Pages
    Powerful Essays
  • Better Essays

    Natrex

    • 14915 Words
    • 60 Pages

    Centre for International Capital Markets, London Metropolitan University, UK Cass Business School, City University London, UK…

    • 14915 Words
    • 60 Pages
    Better Essays
  • Good Essays

    Price in Marketing

    • 647 Words
    • 3 Pages

    Encyclopedia of Business and Finance, 2nd Ed., 2007. Encyclopedia.com. [Online] Available at: http://www.encyclopedia.com/doc/1G2-1552100253.html [Accessed 16 November 2013].…

    • 647 Words
    • 3 Pages
    Good Essays
  • Satisfactory Essays

    University of Macau Faculty of Business Administration MFIN604 – Theory of Finance MSc in Finance (Fall 2012/13) Instructor: Prof. Keith Lam (Associate Professor of Finance) Office: L217 (Ext. 4167) Email: keithlam@umac.mo Webpage (intranet): http://personalweb.umac.mo/keithlam Course Objectives The course aims to provide students with solid theoretical frameworks in asset pricing and other fields of finance. For asset pricing, the concepts of risk and return, and state prices will be introduced as a stepping stone towards the discussions of more advanced topics including the Capital Asset Pricing Model (CAPM), the Arbitrage Pricing Theory (APT), and other more recent asset pricing models. Other topics in finance such as options and behavior finance may also be covered on an optional basis. Besides the theoretical frameworks, recent developments in empirical asset pricing and empirical finance will also be covered with an extensive use of academic research papers. (Pre-requisite: Principles of Accounting) Textbook 1. Elton, Edwin, Martin Gruber, Stephen J. Brown , and William Goetzmann, Modern Portfolio Theory and Investment Analysis, 8th Edition, John Wiley, 2011. Reference books: 1. Copeland, T.E., Weston, J.F., and Shastri, K. (CWS), Financial Theory and Corporate Policy, 4th edition, Pearson. 2. Bodie, Z., Kane, A., and Marcus A.J., Investment, 5th edition, McGraw Hill. Study Guidelines Assigned materials, papers and paper questions should be read and done prior to the class meeting in which they will be discussed. Students are encouraged to interact with me and/or fellow students in these discussions. Problems (academic and real world) do not always fit into a formula. Likewise, cramming right before an exam usually results in confusion, anxiety, and a lack of understanding the topics. Grading Scheme Participation Assignments Midterm Exam Final Exam…

    • 1218 Words
    • 5 Pages
    Satisfactory Essays
  • Powerful Essays

    This paper is an adaptation from a study conducted by Charles Amo Yartey from the International Monetary Fund. The paper examines the macroeconomics and institutional determinants of stock market development using data from 42 countries during the period 1990 to 2004. The paper finds that macroeconomic factors such as income level, gross domestic development, banking sector development, private capital flows, and stock market liquidity are important determinants of stock market development. Additionally, it analyzes institutional factors such as political risk and stability and law and order are also important determinants of stock market development because they enhance the investors trust in the stability of the market. Analysis in this paper will also present that factor for the development of stock market in other countries can also explain the development of Stock market in Thailand.…

    • 7611 Words
    • 31 Pages
    Powerful Essays
  • Good Essays

    the framework for its working. IFRS adopted by IASB has gained worldwide acceptance amongst many countries…

    • 5967 Words
    • 26 Pages
    Good Essays
  • Powerful Essays

    WING-KEUNG WONG† Department of Economics, National University of Singapore JACK PENM Faculty of Economics and Commerce, Australian National University RICHARD DEANE TERRELL National Graduate School of Management, Australian National University KAREN YANN CHING LIM Department of Economics, National University of Singapore…

    • 8514 Words
    • 35 Pages
    Powerful Essays
  • Powerful Essays

    The Stock Market in India

    • 8471 Words
    • 41 Pages

    We are grateful to the faculty of the Department of Economics, St. Xavier’s College, for their…

    • 8471 Words
    • 41 Pages
    Powerful Essays