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incorporate intraday periodicity. The APARCH model incorporating seven related GARCH processes generally models the futures series …
Persistent link: https://www.econbiz.de/10009643251
incorporate intraday periodicity. The APARCH model incorporating seven related GARCH processes generally models the futures series …
Persistent link: https://www.econbiz.de/10005626849
In this paper I analyze the relative performance of Gaussian and Student-t GARCH and FIGARCH type models for volatility and Value-at-Risk forecasting of daily stock-returns using data from the Spanish equity index IBEX-35. The in-sample analysis shows that the Student-t FIAPARCH process provides...
Persistent link: https://www.econbiz.de/10005731355
In this paper we extend the standard shock spillover model of Bekaert and Harvey (1997), Baele (2003) and Ng (2000) to account for asymmetries of return and volatility spillover effects from the US equity market into Canada and Mexico. Unlike previous research, we model the conditional...
Persistent link: https://www.econbiz.de/10010295243
In this paper we examine the issue of asymmetry in the return and volatility spillover effects from the US equity market into the Canadian and Mexican equity markets. We model the conditional volatility of the returns in each of the three markets using the asymmetric power model of Ding, Granger...
Persistent link: https://www.econbiz.de/10010295295
A generalization of the hyperbolic secant distribution which allows both for skewness and for leptokurtosis was given by Morris (1982). Recently, Vaughan (2002) proposed another flexible generalization of the hyperbolic secant distribution which has a lot of nice properties but is not able to...
Persistent link: https://www.econbiz.de/10010299799
densities and their parametric competitors within different generalized GARCH models such as APARCH and GJR-GARCH. …
Persistent link: https://www.econbiz.de/10010299994
Vector Machines (SVM) for financial data. The financial series are fitted into a family of Asymmetric Power ARCH (APARCH … assumed to model the fat tail and asymmetry. Prior research indicates that the QML estimator for the APARCH model is …
Persistent link: https://www.econbiz.de/10013208610
analysis, we estimate the volatility of Natural Gas Futures, Brent Oil Futures and Heating Oil Futures through GARCH and APARCH … (Cornish-Fisher) VaR, for each variable. Results suggest that the APARCH model largely outperforms the GARCH model, and gat …
Persistent link: https://www.econbiz.de/10012611018
A fast method for estimating the parameters of a stable-APARCH not requiring likelihood or iteration is proposed …
Persistent link: https://www.econbiz.de/10011755330