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Cointegration Based Regression to Analyse Linkage between Share Price Index and Macroeconomic Variables: Evidence from Colombo Stock Exchange

DOI: 10.4236/oalib.1104955, PP. 1-14

Subject Areas: Financial Mathematics, Monetary Economics, Case Studies and Management Information Systems, Statistics and Econometrics, Applied Statistical Mathematics

Keywords: Cointegration, Stationarity, Time Series, Regression, Unit Root Tests

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Abstract

The main objective of the study is to investigate the long run performance of the All Share Price Index (ASPI) of the Colombo Stock Exchange, based on the economic activities of Sri Lanka using cointegration and auto regressive time series. The cointegration test illustrates that share price index is cointegrated with a specific set of macroeconomic variables, i.e. exchange rate (USD/LKR), money supply, wage rates, wet foreign assets, currency in circulation, imports and exports with 95% confidence. The study also proposes a regression model using Eigen Vector coefficients to predict the behavior of ASPI index in the long run. The model performance, evaluated using the residuals of the test data, represents a random behavior indicating a valid long-run cointegration regression relationship between ASPI and other macroeconomic variables. Future studies involve analysis of the short-run relationship among the macroeconomic variables using Vector Error Correlation Model.

Cite this paper

Thalagoda, G. , Rathnayake, K. and Abeysundara, S. (2018). Cointegration Based Regression to Analyse Linkage between Share Price Index and Macroeconomic Variables: Evidence from Colombo Stock Exchange. Open Access Library Journal, 5, e4955. doi: http://dx.doi.org/10.4236/oalib.1104955.

References

[1]  Mishkin, F.S. and Eakins, S.G. (2011) Financial Markets and Institutions. 4th Edition, Pearson Series in Finance.
[2]  Kalyanaraman, L. and Tuwajri, B.A. (2014) Macroeconomic Forces and Stock Prices: Some Empirical Evidence from Saudi Arabia. International Journal of Financial Research, 5, No. 1; 2014.
[3]  Kulathunga, K.M.M.C.B. (2015) Macroeconomic Factors and Stock Market Development: With Special Reference to Colombo Stock Exchange. International Journal of Scientific and Research Publications (IJSRP), 5, Issue 8.
http://www.ijsrp.org/research-paper-0815.php?rp=P444412
[4]  Cagli, E., Taskin, D. and Halac, U. (2010) Testing Long-Run Relationship between Stock Market and Macroeconomic Variables in the Presence of Structural Breaks: The Turkish Case. International Research Journal of Finance and Economics, 48, 49-60.
[5]  Alam, Z. and Rashid, K. (2014) Time Series Analysis of the Relationship between Macroeconomic Factors and the Stock Market Returns in Pakistan. Journal of Yasar University, 9, 6261-6380.
[6]  Menike, L. (2010) The Effect of Macroeconomic Variables on Stock Prices in Emerging Sri Lankan Stock Market. Sabaragamuwa University Journal, 6, 50-67.
https://doi.org/10.4038/suslj.v6i1.1689
[7]  Solnik, B. (1987) Using Financial Prices to Test Exchange Rate Models: A Note. The Journal of Finance, 42, 141-149.
https://doi.org/10.1111/j.1540-6261.1987.tb02555.x
[8]  Hosseini, S.M. (2011) The Role of Macroeconomic Variables on Stock Market Index in China and India. International Journal of Economics and Finance, 3, 233-243.
[9]  Jalil, M.A., Mohammad, S. and Hussain, A. (2009) Impact of Macroeconomics Variables on Stock Prices: Empirical Evidence in Case of KSE. European Journal of Scientific Research, 38, No. 1.
https://doi.org/10.2139/ssrn.1683357
[10]  Samarakoon, L.P. (1996) Stock Market Returns and Inflation: Sri Lankan Evidence (October 1996). Sri Lankan Journal of Management, 1, 293-311.
[11]  Ratnayake, R.M.I.P, WIjekoon, P. and Yapa, D. (2014) Relationship between All Share Price Index (ASPI) and Macroeconomic Variables: Evidence from Sri Lanka, International Journal of Development Research, 4, 1923-1928.
[12]  Rahman, M.L. and Uddin, J. (2009) Dynamic Relationship between Stock Prices and Exchange Rates: Evidence from Three South Asian Countries. International Business Research, 2, 167.
[13]  Dickey, D. and Fuller, W. (1981) Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root. Econometrica, 49, 1057-1072.
https://doi.org/10.2307/1912517
[14]  Tsay, R.S. (2005) Analysis of Financial Time Series. 2nd Edition, Wiley-Interscience.
https://doi.org/10.1002/0471746193
[15]  Maggiora, D. and Skerman, R. (2009) Johansen Cointegration Analysis of American and European Stock Market Indices: An Empirical Study. Lund University, Lund.
[16]  Sohail, N. and Hussain, Z. (2011) The Macroeconomic Variables and Stock Returns in Pakistan: The Case of KSE 100 Index. International Research Journal of Finance and Economics, 80, 66-74.
[17]  Brooks, C. (2008) RATS Handbook to Accompany Introductory Econometrics for Finance. Cambridge Books, Cambridge University Press.

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