Showing 1 - 10 of 56
financial time series and use it to improve the short-term forecasts from GARCH models. We study different generalizations of … GARCH that allow for several time scales. On our holding sample, none of the considered models can fully exploit the …
Persistent link: https://www.econbiz.de/10005062571
the intraday volatility using a FIGARCH model and the intraday seasonality by the Fourier Flexible Form. We find that …
Persistent link: https://www.econbiz.de/10010754712
long memory. This paper uses fractionally integrated GARCH (FIGARCH) to test and account for long memory. The analysis …
Persistent link: https://www.econbiz.de/10005407887
(ARFIMA) and fractionally integrated generalized autoregressive conditional heteroskedasticity (FIGARCH) models, mainly for … feature in FIGARCH models makes them a better candidate than other conditional heteroskedasticity models for modeling … regression technique was used for estimation of different ARFIMA models. Furthermore, different GARCH-type models were also …
Persistent link: https://www.econbiz.de/10010734732
This paper uses sovereign CDS spread changes and their volatilities as a proxy for the informational efficiency of the sovereign markets and persistency of country risks. Specifically, we apply semi-parametric and parametric methods to the sovereign CDSs of 10 eurozone countries to test the...
Persistent link: https://www.econbiz.de/10010984736
Fractionally integrated vector autoregressive models allow to capture persistence in time series data in a very flexible way. Additional flexibility for the short memory properties of the model can be attained by using the fractional lag perator of Johansen (2008) in the vector autoregressive...
Persistent link: https://www.econbiz.de/10010850102
This paper proves consistency and asymptotic normality for the conditional-sum-of-squares estimator, which is equivalent to the conditional maximum likelihood estimator, in multivariate fractional time series models. The model is parametric and quite general, and, in particular, encompasses the...
Persistent link: https://www.econbiz.de/10010935035
The evolution of volatility and correlation patterns of the Malaysian ringgit (MYR) and the Singapore dollar (SGD) are analyzed in this paper. Our approach can simultaneously capture the empirical regularities of persistent and asymmetric effects in volatility and time-varying correlations of...
Persistent link: https://www.econbiz.de/10010936581
Over the last years there has been considerable interest in the application of long memory time series models in economics using ARFIMA models. Nowadays, the most popular estimator of the difference parameter in economic applications is that proposed by Geweke and Porter-Hudak (GPH) although has...
Persistent link: https://www.econbiz.de/10005022322
In many fields of economic analysis the order of integration of some economic magnitudes is of particular interest. Among other aspects, the order of integration determines the degree of persistence of that magnitude. The rate of inflation is a very interesting example because many contradictory...
Persistent link: https://www.econbiz.de/10005022343