Time-varying volatility in Canadian and U.S. stock index and index futures markets: A multivariate analysis
AbstractWe use a multivariate generalized autoregressive heteroskedasticity model (M-GARCH) to examine three stock indexes and their associated futures prices: the New York Stock Exchange Composite, Standard and Poor's 500, and Toronto 35. The North American context is significant because markets in Canada and the United States share similar structures and regulatory environments. Our model allows examination of dependence in volatility as it captures time variation in volatility and cross-market influences. Estimated time-variation in volatility is significant, and the volatilities are highly positively correlated. Yet, we find that the correlation in North American index and futures markets has declined over time.
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Bibliographic InfoPaper provided by Federal Reserve Bank of Atlanta in its series Working Paper with number 98-14.
Date of creation: 1998
Date of revision:
Other versions of this item:
- Racine, M D & Ackert, Lucy F, 2000. "Time-Varying Volatility in Canadian and U.S. Stock Index and Index Futures Markets: A Multivariate Analysis," Journal of Financial Research, Southern Finance Association & Southwestern Finance Association, vol. 23(2), pages 129-43, Summer.
- NEP-ALL-1999-01-25 (All new papers)
- NEP-CFN-1999-01-25 (Corporate Finance)
- NEP-ETS-1999-01-25 (Econometric Time Series)
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- Bollerslev, Tim & Engle, Robert F, 1993. "Common Persistence in Conditional Variances," Econometrica, Econometric Society, vol. 61(1), pages 167-86, January.
- Akgiray, Vedat, 1989. "Conditional Heteroscedasticity in Time Series of Stock Returns: Evidence and Forecasts," The Journal of Business, University of Chicago Press, vol. 62(1), pages 55-80, January.
- Andersen, Torben G. & Bollerslev, Tim, 1997. "Intraday periodicity and volatility persistence in financial markets," Journal of Empirical Finance, Elsevier, vol. 4(2-3), pages 115-158, June.
- Lucy Ackert & Marie Racine, 1997. "The economics of conditional heteroskedasticity: Evidence from canadian and U.S. stock and futures markets," Atlantic Economic Journal, International Atlantic Economic Society, vol. 25(4), pages 371-385, December.
- Tim Bollerslev & Jeffrey M. Wooldridge, 1988. "Quasi-Maximum Likelihood Estimation of Dynamic Models with Time-Varying Covariances," Working papers 505, Massachusetts Institute of Technology (MIT), Department of Economics.
- Bollerslev, Tim & Chou, Ray Y. & Kroner, Kenneth F., 1992. "ARCH modeling in finance : A review of the theory and empirical evidence," Journal of Econometrics, Elsevier, vol. 52(1-2), pages 5-59.
- Bollerslev, Tim, 1990. "Modelling the Coherence in Short-run Nominal Exchange Rates: A Multivariate Generalized ARCH Model," The Review of Economics and Statistics, MIT Press, vol. 72(3), pages 498-505, August.
- Black, Fischer, 1976. "The pricing of commodity contracts," Journal of Financial Economics, Elsevier, vol. 3(1-2), pages 167-179.
- Baillie, Richard T. & Bollerslev, Tim, 1990. "A multivariate generalized ARCH approach to modeling risk premia in forward foreign exchange rate markets," Journal of International Money and Finance, Elsevier, vol. 9(3), pages 309-324, September.
- Constantinos Katrakilidis & Athanasios Koulakiotis, 2006. "The Impact of Stock Exchange Rules on Volatility and Error Transmission -- The Case of Frankfurt and Zurich Cross-Listed Equities," Annals of Economics and Finance, Society for AEF, vol. 7(2), pages 321-338, November.
- Atilla Çifter & Alper Özün, 2007.
"The Predictive Performance of Asymmetric Normal Mixture GARCH in Risk Management: Evidence from Turkey,"
Journal of BRSA Banking and Financial Markets,
Banking Regulation and Supervision Agency, vol. 1(1), pages 7-34.
- Cifter, Atilla & Ozun, Alper, 2007. "The Predictive Performance of Asymmetric Normal Mixture GARCH in Risk Management: Evidence from Turkey," MPRA Paper 2489, University Library of Munich, Germany.
- Lafuente, Juan A. & Novales, Alfonso, 2003.
"Optimal hedging under departures from the cost-of-carry valuation: Evidence from the Spanish stock index futures market,"
Journal of Banking & Finance,
Elsevier, vol. 27(6), pages 1053-1078, June.
- Alfonso Novales & J.A. Lafuente, 2002. "Optimal hedging under departures from the cost-of-carry valuation: evidence from the Spanish stock index futures market," Documentos del Instituto Complutense de AnÃ¡lisis EconÃ³mico 0223, Universidad Complutense de Madrid, Facultad de Ciencias Económicas y Empresariales.
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