Volatility Estimation in the Dhaka Stock Exchange (DSE) returns by Garch Models

Authors

  • Md. Shawkatul Islam Aziz Chittagong University
  • Md. Nezum Uddin International Islamic University Chittagong

DOI:

https://doi.org/10.18034/abr.v4i1.72

Keywords:

ARCH, DSE, GARCH, Stock Market, Volatility

Abstract

This study aimed at understanding the volatility of Dhaka Stock Exchange (DSE). The daily and monthly average DSE General Index (DGEN), from the period January 1, 2002 to July 31, 2013 has been used. The study has been made by using the Generalized Autoregressive Conditional Heteroskedasticity (GARCH) models to estimate the presence of volatility. Though volatility is a common phenomenon in the capital market, the study recommends careful monitoring of volatility by the concerned authority if necessary. It is also recommended that activities of corporate insiders should be properly checked and information should become available for all of the interested investors and to ensure adequate supply of stock through active participation of the government and giant national and multinational companies and so forth.

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Author Biographies

  • Md. Shawkatul Islam Aziz, Chittagong University

    Mphil Research Fellow, Department of Economics, University of Chittagong, BANGLADESH
    Bangladesh

  • Md. Nezum Uddin, International Islamic University Chittagong

    Lecturer in Economics, Department of Economics & Banking, International Islamic University Chittagong, BANGLADESH

References

Hafer, R. W. and Hein, S. E., 2007 The stock market. Green wood Press.

Abken, P. A. & Nandi, S. (1996).“Options & Volatility”. Economic Review; December: 21-35.

Karolyi, G. A. (2001). “Why Stock Return Volatility Really Matters”. Paper Prepared for Inaugural Issue of Strategic Investor Relations, Institutional investors Journals Series.

Mordi, F. I. (2006). Behaviors of Share Prices in the Nigerian Stock Market & the R & Om Walk Hypothesis: University of Nigerian Research Publications.

Fama, E, (1965), “The behavior of stock market prices”, Journal of Business, 38, 34-105, (1970), “Efficient capital markets: a review of theory and empirical works”, Journal of Finance, 25, pp 383-417.

Bekaert, G. and C. R. Harvey (1995), “Emerging Equity Market Volatility,” NBER Working Paper No. 5307, Cambridge, Massachusetts: National Bureau of Economic Research.

Haque, Mahfuzul and M. Kabir Hassan. “Stability, Predictability and Volatility of Latin American Emerging Stock Markets,” University of New Orleans Working Paper, 2000.

Kim, E. Han and Vijay Singal. 1995. Opening Up of Stock Market by Emerging Economies: Effect on Portfolio Flows and Volatility of Stock Prices. The World Bank Working Paper.

Choudhry, Taufiq (1996). Stock Markets Volatility and the crash of 1987: Evidence from Six Emerging markets. Journal of International Money and Finance. Volume 15, No. 6: 969- 981.

Lee, Sang, and Ki Ohk. 1991. Time -varying Volatilities and Stock market returns: International evidence. Pacific-Basin Capital Markets Research

Classens, Stijin, Susmita Dasgupta and Jack Glen. 1995. Return Behavior in Emerging Stock Markets. The World Bank Economic Review. Vol. 9, No.1.

Moosa, I. A. & Al-Loughani, N. E.(1995). Testing the Price-Volume Relation in Emerging Asian Stock Markets, Journal of Asian Economics, 6, 407-422. http://dx.doi.org/10.1016/1049-0078 (95)90007-1.

Saatcioglu, K. & Starks, L. T. (1998). The Stock Price-Volume Relationship in Emerging Stock Markets: The Case of Latin America, International Journal of Forecasting, 14, 215-225. http://dx.doi.org/10.1016/S0169-2070 (98)00028-4.

Poterba James M. and Summers L. 1986. “The Persistence of Volatility and Stock market Fluctuations” American Economic Review, Volume 76(1986): 1141-1151.

Poterba, J M and summers, LH, (1990), “Mean reversion in stock returns: Evidence and Implications”, Journal of Financial Economics, 22, 27-59.

Batra, A (2004), “Stock return volatility patterns in India”, Working paper No. 124, Indian Council for Research on International Economic Relations.

Raju, M. T., & Ghosh, A. (2004). Stock Market Volatility – An International Comparison. Securities and Exchange Board of India, Working Paper Series No. 8.

Döpke, J., Hartmann, D., & Pierdzioch, C. (2005). Forecasting stock market volatility with macroeconomic variables in real time. Banking and Financial Studies 2006, 01, Deutsche Bundes bank, Research Centre. Discussion Paper Series 2.

Uppal, J. Y., & Mangla, I, U. (2006). Regulatory response to market volatility and manipulation: A case study of Mumbai and Karachi stock exchanges. The Lahore Journal of Economics, pp 79-105, 11:2 (winter).

Verma, R., & Verma, P. (2007). Noise trading and stock market volatility. Journal of Multinational Financial Management, pp 231-243, Volume 17, Issue 3, July 2007.

Baklaci, H. F. & Kasman, A. (2006). An Empirical Analysis of Trading Volume & Return Volatility Relationship in the Turkish Stock Market, Ege AkademikBakis, 6:.115-126.

Olowe, R. A. (2009): Stock Return, Volatility & the Global Financial Crisis in An Emerging Market: The Nigerian Case”, International Review of Business Research Papers, 5. 426-447.

Alam, M. M., & Uddin, M. G. S. (2009). Relationship between Interest Rate and Stock Price: Empirical Evidence from Developed and Developing Countries. International Journal of Business and Management, Vol. 4, No. 3.

Bangladesh Bank Annual Report: 2011-2012.

Bangladesh Bank Annual Report: 2011-2012

DSE Annual Report: 2011-2012 & www.dsebd.com

Bangladesh Bank Annual Report: 2011-2012.

Hassan,K. A, Islam, M. A and Basher, A. S. (2000) : Market Efficiency, Time-Varying Volatility and Equity Returns in Bangladesh Stock Market

Engle, Robert F., (1982): “Autoregressive Conditional Heteroskedasticity with Estimates of the Variance of United Kingdom Inflation,” Econometrica, 50 (July): 987-1007.

Baillie, R. and R. Degennaro ( 1990): “Stock Returns and Volatility,” Journal of Financial and Quantitative Analysis, 25(June, 1990): 203-214.

Akgiray, Vedat, (1989): "Conditional Heteroskedasticity in Time Series Stock Returns: Evidence and Forecasts," Journal of Business, 62, pp55-80.

French, Kenneth, William Schwert, and Robert Stambaugh. (1987):“Expected Returns and Volatility”, Journal of Financial Economics, 19, pp3-29.

Koutmos, Gregory. (1992): “Asymmetric Volatility and Risk Trade off in Foreign Stock Markets”, Journal of Multinational Financial Management, 2, pp27-42.

Koutmos, G., C. Negakis, and P. Theodossiou (1993) “Stochastic Behavior of the Athens Stock Exchange,” Applied Financial Economics, Vol. 3(1993): 119-26.

Bollerslev, T. (1986): Generalized Autoregressive conditional Heteroscedasticity. Journal of Econometrics. 31, 307-327.

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Published

2014-04-30

How to Cite

Aziz, M. S. I., & Uddin, M. N. (2014). Volatility Estimation in the Dhaka Stock Exchange (DSE) returns by Garch Models. Asian Business Review, 4(1), 41-50. https://doi.org/10.18034/abr.v4i1.72

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