Research Journal of Applied Sciences
Year:
2010
Volume:
5
Issue:
2
Page No.
108 - 111
Aperformance Ratings of an Autocovariance Base Estimator (ABE) in the Estimation of GARCH Model Parameters When the Normality Assumption is Invalid
Authors :
DanielEni
References
Baillie, R.T., T. Bollerslev and H.O. Mikkelson, 1996. Fractionally integrated generalized autoregressive conditional heteroskedasticity. J. Econ., 74: 3-30.
CrossRef | Direct Link | Bollerslev, T., 1986. Generalized autoregressive conditional heteroskedasticity. J. Econ., 31: 307-327.
CrossRef | Direct Link | Brooks, I., S. Burke and G. Perssand, 2001. Benchmarks and accuracy of the GARCH model estimation. Int. J. Forecasting, 17: 45-56.
CrossRef | Engle, F. and G. Gonzalez-Revera, 1991. Semi parametric ARCH models. J. Bus. Econ. Stat., 19: 3-29.
Direct Link | Engle, R.F. and V.K. Ng, 1993. Measurement and testing the impact of news on volatility. J. Fin., 48: 1749-1778.
Direct Link | Engle, R.F., 1982. Autoregressive conditional heteroscedasticity with estimates of the variance of United Kingdom inflation. Econometrica, 50: 987-1007.
CrossRef | Direct Link | Eni, D. and E.H. Etuk, 2006. Parameter estimation of GARCH models: An autocovariance approach. Proceedings of International Conference on New Trends in the Mathematical and Computer Sciences with Applications to Real World Problems, (ICMCS`06), Covenant University Ota, Nigeria, pp: 357-368.
Glosten, L., R. Jagannathan and D. Runkle, 1993. On the relation between the expected value and the volatility of the nominal excess return on stocks. J. Fin., 48: 1779-1801.
Direct Link | Ling, S. and M. Mcaleer, 2003. Asymptotic theory for a vector GARCH(1.1) quasi-maximum likelihood estimator. Econ. Theory, 19: 280-310.
Lumsdain, R.L., 1995. Consistency and asymptotic normality of the quasi-maximum likelihood estimator. Econometrica, 64: 575-596.
McCullough, B.D. and C.G. Renfro, 1999. Bench marks and software standard: A case study of GARCH procedure. J. Econ. Social Measurement, 25: 59-71.
Direct Link | McLeod, A. and P. Sales, 1983. An algorithm for approximate likelihood calculation of ARMA and seasonal ARMA models. J. R. Soc. C: Applied Stat., 32: 211-223.
Direct Link | Nelson, D.B., 1991. Conditional heteroskedasticity in asset returns: A new approach. Econometrica, 59: 347-370.
Direct Link | Weiss, A., 1986. Asymptotic theory of GARCH (1.1) model. Econ. Theory, 2: 107-131.
Yi-Ting, C., 2002. On the robustness of ljung-box and mcleed-li Q test: A simulation study. Econ. Bull., 3: 1-10.
Direct Link | Zakoian, J.M., 1994. Threshold heteroskedastic models. J. Econ. Dyn. Control, 18: 931-955.
Direct Link |