Saiti, Buerhan and Bacha, Obiyathulla and Masih, Mansur (2014): Is the global leadership of the US financial market over other financial markets shaken by 2007-2009 financial crisis? Evidence from Wavelet Analysis.
Preview |
PDF
MPRA_paper_57064.pdf Download (676kB) | Preview |
Abstract
The issue of market linkages (and price discovery) between stock indices and the lead-lag relationship are topics of interest to financial economists, financial managers and analysts. The lead-lag relationship analysis should take into account both the short and long-run investor. From a portfolio diversification perspective, the first type of investor is generally more interested in knowing the comovement of stock returns at higher frequencies, that is, short-run fluctuations, while the latter concentrates on the relationship at lower frequencies, that is, long-run fluctuations. The study uses a technique known as the ‘wavelet approach’ which has been very recently imported to finance from engineering sciences. Daily return data covering the period from June 2005 to December 2011 for MSCI stock indices of East Asian countries (Japan, China, Korea, Taiwan and Hong Kong) are analyzed. We examine the following empirical question: Is the global leadership of the US financial market shaken by the 2007-2009 financial crisis in the short- and long run? Our findings tend to, more or less, broadly suggest that regardless of the period considered, the US market is still the global leader in the exact time intervals. This is evidenced in the asymmetry of cross-correlation function of MSCI stock indices with the MSCI index of the US becoming more pronounced as the timescale increases. The evidence hitherto unexplored produced by the application of wavelet cross-correlation amongst the selected stock indices provides robust and very useful information to international financial analysts and short-term investors.
Item Type: | MPRA Paper |
---|---|
Original Title: | Is the global leadership of the US financial market over other financial markets shaken by 2007-2009 financial crisis? Evidence from Wavelet Analysis |
English Title: | Is the global leadership of the US financial market over other financial markets shaken by 2007-2009 financial crisis? Evidence from Wavelet Analysis |
Language: | English |
Keywords: | Lead-lag, Causality, Wavelet, Stock index, Financial crisis |
Subjects: | C - Mathematical and Quantitative Methods > C2 - Single Equation Models ; Single Variables > C22 - Time-Series Models ; Dynamic Quantile Regressions ; Dynamic Treatment Effect Models ; Diffusion Processes G - Financial Economics > G1 - General Financial Markets > G15 - International Financial Markets |
Item ID: | 57064 |
Depositing User: | Professor Mansur Masih |
Date Deposited: | 03 Jul 2014 05:19 |
Last Modified: | 26 Sep 2019 15:06 |
References: | Aguiar-Conraria, L., Azevedo, N., & Soares MJ. (2008). Using wavelets to decompose the time-frequency effects of monetary policy. Physica A: Statistical Mechanics and its Applications, 387(12), 2863–2878. A'Hearn, B., & Woitek, U. (2001). More international evidence on the historical properties of business cycles. Journal of Monetary Economics, 47, 321–346. Arshanapalli, B., & Doukas, J. (1993). International stock market linkages: evidence from the pre- and post-October 1987 period. Journal of Banking and Finance, 17, 193-208. Berument, H., & Ince, O. (2005). Effect of S&P 500’s return on emerging markets: Turkish experience. Applied Financial Economics Letters, 1, 59–64. Berument, H., Ceylan, N. B., & Gozpinar, E. (2006). Performance of soccer on the stock market: Evidence from Turkey. The Social Science Journal, 43, 695–699. Campbell, B., & Dufour, J.-M. (1997). Exact nonparametric tests of orthogonality and random walk in the presence of a drift parameter. International Economics Review, 38, 151-173. Candelon, B., Piplack, J., & Straetmans, S. (2008). On measuring synchronization of bulls and bears: the case of East Asia. Journal of Banking and Finance, 32, 1022–1035. Cha, B., & Oh, S. (2000). The relationship between developed equity markets and the Pacific Basin’s emerging equity markets. International Review of Economics and Finance, 9, 299–322. Cheung, Y.W., & Ng, L.K. (1998). International evidence on the stock market and aggregate economic activity. Journal of Empirical Finance, 5, 281–296. Dekker, A., Sen, K., & Young, M. (2001). Equity market in the Asia Pacific region: a comparison of the orthogonalized and generalized VAR approaches. Global Finance Journal, 12, 1–33. Diebold, F. X., & Yilmaz, K. (2012). Better to give than to receive: Predictive directional measurement of volatility spillovers. International Journal of Forecasting, 28(1), 57-66. Duchesne, P. (2006). Testing for multivariate autoregressive conditional hetroskedasticity using wavelets. Computational Statistics & Data Analysis, 50, 2142–2163. Felix, A. O., Dufresne, U. B., & Chatterjee, A. (1998). Investment implications of the Korean financial market reform, International Review of Financial Analysis, 7, 83–95. Floros, C., & Vougas, D.V. (2007). Lead-lag relationship between futures and spot markets in Greece: 1999-2001. International Research Journal of Finance and Economics, 7, 168-74. Gallegati, M. (2008). Wavelet analysis of stock returns and aggregate economic activity. Computational Statistics & Data Analysis, 52, 3061 – 3074. Gallegati, M. (2012). A wavelet-based approach to test for financial market contagion. Computational Statistics & Data Analysis, 56(11), 3491-3497. Gençay, R., Selçuk, F., & Whitcher, B. (2001). Scaling properties of exchange rate volatilities. Physica A, 289, 89–106. Ghosh, A., Saidi, R., & Johnson, K. (1999). Who moves the Asia-Pacific stock markets – US or Japan? Empirical evidence based on the theory of cointegration. Financial Review, 34, 159–170. Gjerde, O., & Saettem, F. (1999). Causal relations among stock returns and macroeconomic variables in a small open economy. Journal of International Finance Markets Institutions & Money, 9, 61–87. Guo, F., Carl R. Chen, Ying Sophie Huang. (2011). Markets contagion during financial crisis: A regime-switching approach. International Review of Economics and Finance, 20, 95–109. Hamao, Y., Masulis, R., & Ng, V. (1990). Correlations in price changes and volatility across international stock markets. The Review of Financial Studies, 3, 281-307. Huang, L., (2008). Testing lead-lag effect and cointegration between FTSE 100 Index and its futures. A Dissertation presented in part consideration for MA Finance and Investment, University of Nottingham. Huth, N., & Abergel, F. (2014). High frequency lead/lag relationships—Empirical facts. Journal of Empirical Finance, 26, 41-58. Kasa, K. (1992). Common stochastic trends in international stock markets. Journal of Monetary Economics, 29, 95-124. Kim, S., & In, F. H. (2003). The relationship between financial variables and real economic activity: evidence from spectral and wavelet analyses. Studies in Nonlinear Dynamics & Econometrics, 7(4). King, M., & Wadhwani, S. (1990). Transmission of volatility between stock markets. Review of Financial Studies, 3, 5–33. Lee, B.S. (1992). Causal relations among stock returns, interest rates, real activity and inflation. Journal of Finance, 47, 591–603. Liu, Y. A., & Pan, M. (1997). Mean volatility spillover effects in the US and Pacific-Basin stock markets. Multinational Finance Journal, 1, 47–62. Lo, A., & MacKinlay, C. (1990). When are contrarian profits due to stock market overreaction? Review of Financial Studies, 3, 175-206. Madaleno, M., & Pinho, C. (2012). International Stock Market Indexes Comovements: A New Look. International Journal of Finance and Economics, 17, 89-102. Masih A. M. M., & Masih R. (1997). A comparative analysis of the propagation of stock market fluctuations in alternative models of dynamic causal linkages. Applied Financial Economics, 7(1), 59-74. Masih, A. M. M., & Masih, R. (2001). Long and short term dynamic causal transmission amongst international stock markets. Journal of International Money and Finance, 20(4), 563−587. Masih, A.M.M., and Masih, R. (1999). Are Asian stock market fluctuations due mainly to intra-regional contagion effects? Evidence based on Asian emerging stock markets. Pacific-Basin Finance Journal, 7, 251-282. Naccache, T. (2011). Oil price cycles and wavelets. Energy Economics, 33, 338-352. Najand, M. (1996). A causality of the October crash of 1987: Evidence from Asian stock markets. Journal of Business Finance and Accounting, 23, 439–447. Nasseh, A., & Strauss, J. (2000). Stock prices and domestic and international macroeconomic activity: a cointegration approach. Quarterly Review of Economics & Finance, 40, 229–245. Ozdemir, Z. A., Olgun, H., & Saracoglu, B. (2009). Dynamic linkages between the center and periphery in international stock markets. Research in International Business and Finance, 23, 46–53 Pakko, M. (2004). A spectral analysis of the cross-country consumption correlation puzzle. Economics Letters, 84, 341–347. Percival, D.B. (1995). On estimation of the wavelet variance. Biometrika, 82, 619–631. Percival, D.B., & Walden, A.T. (2000). Wavelet Methods for Time Series Analysis. Cambridge University Press, Cambridge, UK, 2000. Phylaktis, K., & Ravazzolo, F. (2005). Stock market linkages in emerging markets: implications for international portfolio diversification. Journal of International Financial Markets, Institutions and Money, 15, 91–106. Ramsey, J., & Zhang, Z. (1996). The application of wave form dictionaries to stock market index data. In Y. Kratsov & J. Kadtke (Eds.), Predictability of complex dynamical systems. Springer. Ramsey, J., & Lampart, C. (1998a). Decomposition of economic relationships by time scale using wavelets. Macroeconomic dynamics, 2 (1), 49–71. Ramsey, J., & Lampart, C. (1998b). The decomposition of economic relationships by time scale using wavelets: expenditure and income. Studies in Nonlinear Dynamics and Econometrics, 3 (1), 23–42. Ramsey, J., & Zhang, Z. (1997). The analysis of foreign exchange data using waveform dictionaries. Journal of Empirical Finance, 4, 341–372. Rapach, D.E. (2001). Macro shocks and real stock prices. Journal of Economics & Business, 53, 5–26. Rua, A., & Nunes, L.C. (2009), International Comovement of stock market returns: A wavelet analysis. Journal of Empirical Finance, 16, 632-639. Smith, K. (2001). Pre- and post-1987 crash frequency domain analysis among Pacific Rim equity markets. Journal of Multinational Financial Management,11, 69–87. Vacha, L., & Barunik, J. (2012). Co-movement of energy commodities revisited: Evidence from wavelet coherence analysis. Energy Economics, 34(1), 241-247. Whitcher, B., Guttorp, P., & Percival, D.B. (1999). Mathematical background for wavelet estimators for cross covariance and cross correlation. Technical Report No. 38. National Research Centre for Statistics and the Environment. Seattle. Whitcher, B., Guttorp, P., & Percival, D. B. (2000). Wavelet analysis of covariance with application to atmospheric time series. Journal of Geophysical Research: Atmospheres (1984–2012), 105(D11), 14941-14962. Wu, C., & Su, Y. (1998). Dynamic relations among international stock markets. International Review of Economics and Finance, 7, 63–84. Yang, J., Kolari, J., & Min, I. (2003). Stock market integration and financial crises: the case of Asia. Applied Financial Economics, 13, 477–486. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/57064 |