Showing 1 - 10 of 13
This note examines the accuracy of methods that are commonly used to approximate AR(1)-processes with discrete Markov chains. The quadrature-based method suggested by Tauchen and Hussey (1991) generates excellent approximations with a small number of nodes when the autocorrelation is low or...
Persistent link: https://www.econbiz.de/10005649238
mentioned, and various extensions of the standard GARCH model are highlighted. This includes the Exponential GARCH model …
Persistent link: https://www.econbiz.de/10004961390
In this paper I present two new Lagrange multiplier test statistics designed for testing the null of GARCH (1 …,1), against the alternative of asymmetric GARCH. For one test the alternative is the generalized QARCH (1,1) model of Sentana … [1995], and for the other the alternative is the logistic smooth transition GARCH (1,1) model of Hagerud [1996], and …
Persistent link: https://www.econbiz.de/10005771173
. Its performance is compared with that of standard models of conditional heteroskedasticity such as GARCH. This has …
Persistent link: https://www.econbiz.de/10005423779
We consider a family of GARCH(1,1) processes introduced in He and Teräsvirta (1999a). This family contains various … popular GARCH models as special cases. A necessary and sufficient condition for the existence of a strictly stationary …
Persistent link: https://www.econbiz.de/10005423819
This paper is concerned with efficient GMM estimation and inference in GARCH models. Sufficient conditions for the … estimator to be consistent and asymptotically normal are established for the GARCH(1,1) conditional variance process. In … addition efficiency results are obtained in the general framework of the GARCH(1,1)-M regression model. …
Persistent link: https://www.econbiz.de/10005423831
Conditional Heteroskedasticity (GARCH), the Exponential GARCH and the Autoregressive Stochastic Volatility model. The focus is on …
Persistent link: https://www.econbiz.de/10005423881
kurtosis and autocorrelation of squares to first-order GARCH, EGARCH and ARSV models. Robust measures provide a fresh view of …
Persistent link: https://www.econbiz.de/10005190827
testing parameter constancy. Furthermore, various existing ways of testing the EGARCH model against GARCH one are investigated …
Persistent link: https://www.econbiz.de/10005190829
This paper investigates the presence of asymmetric GARCH effects in a number of equity return series, and compare the … modeling performance of seven different conditional variance models, within the parametric GARCH class of models. The data …
Persistent link: https://www.econbiz.de/10005649300