How is the European debt crisis affecting islamic equity? challenges in portfolio diversification within the eurozone: A markov switching and continuous wavelet transform analysis

Shakir, Zeeniya and Masih, Mansur (2016): How is the European debt crisis affecting islamic equity? challenges in portfolio diversification within the eurozone: A markov switching and continuous wavelet transform analysis.

Abstract

The European Debt crisis hit hard on the Eurozone, where the market convergence, rigid exchange rates and the single currency based instruments create tight challenges for investors in terms of looking for safer investments and portfolio diversification. Islamic Equity markets in Eurozone provide safety compared to debt based highly volatile derivatives that caused the global financial collapse. Since it is critical to study areas with implications for the portfolio diversification issue for the investors and policy makers from the perspective of Islamic Equity markets, this paper makes the humble effort of filling in the gap in literature. The paper analyses how the Islamic Equity Markets in the Eurozone change in periods of crisis analyzing their regime shift probabilities and durations using Markov- Switching techniques. Overall, the time-variations in market indices suggest that the Islamic Equity markets in Eurozone are not immune to external shocks and they tend to fluctuate with the economic and financial shocks. The study also shows how Islamic Market investors, from Germany’s perspective could find any optimal diversification opportunities inside the Eurozone and shows if there is a need for investing outside the Eurozone to maximize diversification benefits by empirically testing the time-varying and scale dependent volatilities and correlations using the method of Continuous Wavelet Transform. The period covered is from 12 June 2008 till 21 April 2016, with spans of weekly data of S&P Europe 350 Shariah – (S&P Dow Jones Indices) stock index prices changed into returns using logarithmic equations. The results of the study shed light into the area pf portfolio diversification between the studied countries within the Eurozone, showing very little diversification opportunities between the member countries. Overall there is little room for diversification in the highly correlated markets across heterogeneous investment horizons.

• Item Type: MPRA Paper
• Language: English
• Keywords: International Portfolio Diversification, Eurozone Islamic Equity Markets Stock, Markov Switching, Continuous Wavelet Transform
• Subjects: C - Mathematical and Quantitative Methods > C5 - Econometric Modeling > C58 - Financial Econometrics; G - Financial Economics > G1 - General Financial Markets > G11 - Portfolio Choice ; Investment Decisions

References

Abderrezak, F., (2008), “The Performance of Islamic Equity Funds: A Comparison to Conventional, Islamic and Ethical Benchmarks”, Unpublished paper. Downloaded from: http://www.failaka.com/downloads/AbderrezakF_Perf_IslamicEquityFunds.pdf.

Achsani, N., Effendi, J., and Abidin, Z. (2007), “Dynamic interdependence among international Islamic stock market indices: evidence from 2000-2007”, Proceedings of the International Conference of the Islamic Capital Markets, Jakarta, Indonesia

Aiyar, S., Barkbu, B., Batini, N., Berger, H., Enrica Detragiache, Dizioli, A, Ebeke, C., Lin, H., Kaltani,L., Sosa, S., Spilimbergo, A., & Petia Topalova et al., (2016) The Refugee Surge in Europe: Economic Challenges, IMF, Retrived from Prepared by Shekhar Aiyar, 1 Authorized for distribution by Poul M. Thomsen January 2016 https://www.imf.org/external/pubs/ft/sdn/2016/sdn1602.pdf

Aziz, H., and Kurniawan, T. (2007), “Modelling the volatility of the Sharia index: evidence from the Kuala Lumpur Sharia index and Jakarta Islamic index”, Proceedings of the International Conference of the Islamic Capital Markets, Jakarta, Indonesia

Bertera, E. and Mayer, C. (1990), “Structure and performance: Global interdependence of stock markets around the crash of 1987”, European Economic Review, Vol. 34, pp. 1155- 1180

Bruno H. Solnik and Bernard Noetzlin (1982), “Optimal international asset allocation”, The Journal of Portfolio Management, Vol. 9, No. 1, pp. 11-21

Cheol S. Eun and Jinson Lee (2010), ”Mean-variance convergence around the world”, Journal of Banking & Finance, Vol. 34, Issue 4, pp. 856-870

Cheol S. Eun and Sangdal Shim (1989), “International Transmission of Stock Market Movements”, Journal of Financial and Quantitative Analysis, Vol. 24, Issue 2, pp.241-256.

DeLorenzo, Y. (2000), “Shariah Supervision of Islamic Mutual Funds”, 4th Annual Harvard Forum on Islamic Finance: Harvard University, Cambridge, MA

Dewandaru, G., Rizvi, S. A. R., Masih, R., Masih, M., & Alhabshi, S. O. (2014). Stock market comovements: Islamic versus conventional equity indices with multi-timescales analysis. Economic Systems, 38(4), pp. 553-571.

Dwyer, G. and Hafer, R. (1988), “Are national stock markets linked?”, Federal Reserve Bank of St. Louis Review, Vol 70, pp. 3-14

Economic Intelligence Unit, (2011), “World investment prospects to 2011 foreign direct investment and the challenge of political risk”, EIU report

Engle, R. (1982), “Autoregressive conditional heteroskedasticity with estimates of the variance of the United Kingdom inflation”, Econometrica, Vol. 50, pp. 987–1007

Engle, R. (2002), “Dynamic conditional correlation: a simple class of multivariate generalized autoregressive conditional heteroskedasticity models”, Journal of Business and Economic Statistics, Vol. 20, pp. 339–350

Eun, C. and Shim, S. (1989), “International transmission of stock market movements”, Journal of Financial and Quantitative Analysis, Vol. 24, pp. 241-256

Fisher Black and Robert Litterman (1992), “Global Portfolio Optimization”, Financial Analysts Journal, Vol. 48, No. 5, pp 28 -43

Francois Longin (1995), “Is the correlation in international equity returns constant: 1960- ?”, Journal of International Money and Finance, Vol. 14, Issue 1, pp.3-26

Gencay, R., Selcuk, F. and Whitcher, B. (2001), “Differentiating intraday seasonalities through wavelet multi-scaling”, Physica A, No. 289, pp. 543–556

Gencay, R., Selcuk, F. and Whitcher, B. (2002). An Introduction to Wavelet and Other Filtering Methods in Finance and Economics. Academic Press, San Diego, CA

Haim Levy and Marshall Sarnat (1970), “International Diversification of Investment Portfolios”, The American Economic Review, Vol. 60, No. 4, pp. 668-675

Huang, A. Y., (2013) "To what extent does the European Debt Crisis affect both the European and the Global Economies" (2013). Honors Program Senior Capstone Collection. Paper 1.

Ilhan, B., & Masih, M. (2014). Do Portfolio Diversification Opportunities exist across the Euro Zone Islamic Equity Markets? MGARCH-DCC and Wavelet Correlation Analysis (No. 57688). University Library of Munich, Germany

Mauro, F. D., Caristi, P., Couderc, S, Maria, A. D.,Ho, L., Grewal, B. K., Mascianonio, S.,

Ongena, S. Zaher, S. (2013), Islamic Finance in Europe, European Central Bank Occasional Paper Series, No. 146/ June 2013. Retrieved from http://www.ecb.europa.eu, http://www.ifsb.com

Smimou, K. (2011). Transition to the Euro and its impact on country portfolio diversification. Research in International Business and Finance, 25(1), pp. 88-103.

Stracca, L. (2013) IMF Working Paper Series No. 1573 / august 2013 The global effects of the euro debt crisis

Soares, M. J. (2011). Business cycle synchronization and the Euro: a wavelet analysis. Journal of Macroeconomics, 33(3), pp. 477-489.

Uddin, Gazi Salah and Arouri, Mohamed El Hedi and Tiwari, Aviral Kumar (2013) Co-Movements between Germany and International Stock Markets: Some New Evidence from DCC-GARCH and Wavelet Approaches (August 17, 2013). Available at SSRN: http://ssrn.com/abstract=2311724 or http://dx.doi.org/10.2139/ssrn.2311724

Yildirim, Ramazan & Masih, A. Mansur M., 2014. The Effect of Recent Financial Crisis over Global Portfolio Diversification Opportunities – Empirical Evidence : A Comparative Multivariate GARCH-DCC, MODWT and Wavelet Correlation Analysis, MPRA Paper 58269, University Library of Munich, Germany.