**Commenced**in January 2007

**Frequency:**Monthly

**Edition:**International

**Paper Count:**31430

##### Risk Management Analysis: An Empirical Study Using Bivariate GARCH

**Authors:**
Chin Wen Cheong

**Abstract:**

**Keywords:**
multivariate ARCH,
structural change,
value at risk.

**Digital Object Identifier (DOI):**
doi.org/10.5281/zenodo.1334532

**References:**

[1] C.S. Tai, "Market integration and contagion: evidence from Asian emerging stock and foriegn excahnge markets," Emerging Markets Reivew, 8, pp. 264-283, 2007.

[2] A.C. Johansson, "Interdependencies among Asian bond markets," Journal of Asian Economics, 19, pp. 101-116, 2008.

[3] T.C. Chiang, B.N. Jeon & H.M. Li, "Dynamic correlation analysis of financial contagion: evidence from Asian markets," Journal of International Money and Finance, 26, pp. 1206-1228, 2007.

[4] T. Bollerslev, R.F. Engle and J.M. Wooldridge, "A Capital Asset Pricing Model with Time-Varying Covariances," Journal of Political Economy, 96, pp.116-131, 1988.

[5] T. Bollerslev, "Modeling the coherence in short-term nominal exchange rates: A multivariate generalized ARCH approach," Review of Economics and Statistics, 72, pp.498-505, 1990.

[6] R.F. Engle, V. Ng and M. Rothschild, "Asset pricing with a Factor- ARCH covariance structure: Empirical estimates for Treasury bills," Journal of Econometrics, 45, pp.213-237, 1990.

[7] Baba, Y., Engle, R.F., Kraft, D.F. and Kroner, K.F., 1990, Multivariate Simultaneous Generalized ARCH. Department of Economics, University of California, San Diego, Mimeo.

[8] R.F. Engle and K.F. Kroner, "Multivariate Simultaneous Generalized ARCH," Econometric Theory, 11, pp.122-150, 1995.

[9] R.E. Engle, "Dynamic conditional correlation: a simple class of multivariate generalized autoregressive conditional heteroskedasticity models," Journal of Business and Economic Statistics, 20, pp. 339-350, 2002.

[10] P. Jorion, Value-at-risk: The New Benchmark for Managing Financial Risk. New York, McGraw-Hill, 2000.

[11] D. Baur, Econometric Analysis of Financial and Economic Time Series, Vol.1, Flexible dynamic correlation model, Amsterdam: Emerald, 2006, pp. 3-31.

[12] Y.K. Tse, "A test for constant correlations in a multivariate GARCH model," Journal of Econometric, 98, pp.107-127, 2000.

[13] L., Glaosten, R., Jagannathan, and D., Runkle, "On the relation between expected value and the volatility of the nominal excess return on stock," Journal of Finance, 48, pp.1779-1801, 1993.

[14] K.F. Kroner and V.K. Ng, "Modeling Asymmetric Comovements of Asset Returns," Review of Financial Studies, 11(4), pp. 817-844, 1998.

[15] D.W. Marquardt, "An Algorithm for Least Squares Estimation of Nonlinear Parameters," Journal of the Society for Industrial and Applied Mathematics, 11, pp. 431-441, 1963.

[16] E. Berndt, B. Hall, B., R. Hall and J. Hausman, "Estimation and Inference in Nonlinear Structural Models," Annals of Economic and Social Measurement, 3, pp. 653-665, 1974.

[17] T. Bollerslev, "A Conditional Heteroskedastic Time Series Model for Speculative Prices and Rates of Return," Review of Economics and Statistics, 69, pp. 542-547, 1987.

[18] K.F. Kroner, and J. Sultan, "Time Varying Distribution and Dynamic Hedging with Foreign Currency Futures," Journal of Financial and Quantitative Analysis, 28, pp. 535-551, 1993.

[19] J.L. Urrutia, "Tests of random walk and market efficiency for Latin American emerging markets," Journal of Financial Research, 18, pp. 299-309, 1995.

[20] M.H. Miller, J. Muthuswamy and R.E. Whaley, "Mean reversion of Standard and Poor 500 index basis changes: Arbitrage-induced or statistical illusion?," Journal of Finance, 49, pp. 479-513, 1994.

[21] C. Brunetti and C. Cilbert, "Bivariate FIGARCH and fractional cointegration," Journal of Empirical Finance, 7, pp. 509-530, 2000.