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With the aim of constructing predictive distributions for daily returns, we introduce a new Markov normal mixture model in which the components are themselves normal mixtures. We derive the restrictions on the autocovariances and linear representation of integer powers of the time series in...
Persistent link: https://www.econbiz.de/10011604877
logistic auto-regressive processes, change over time and their dynamics are possible driven by the past forecasting … performances of the predictive densities. For illustrative purposes we apply it to combine White Noise and GARCH models to forecast …
Persistent link: https://www.econbiz.de/10013114729
Persistent link: https://www.econbiz.de/10009782578
logistic autoregressive processes, change over time and their dynamics are possible driven by the past forecasting performances … of the predictive densities. For illustrative purposes we apply it to combine White Noise and GARCH models to forecast …
Persistent link: https://www.econbiz.de/10011386476
logistic autoregressive processes, change over time and their dynamics are possible driven by the past forecasting performances … of the predictive densities. For illustrative purposes we apply it to combine White Noise and GARCH models to forecast …
Persistent link: https://www.econbiz.de/10010326049
for longer horizon volatility forecasts. In this paper we explore the forecasting value of these high fre-quency series in … Volatility (SV) and Generalised Autoregressive Conditional Heteroskedasticity (GARCH) models which are both extended to include … the intraday volatility measure. For forecasting horizons ranging from one day to one week the most accurate out …
Persistent link: https://www.econbiz.de/10011326944
forecasting volatility model with the most appropriate error distribution. The results suggest the presence of leverage effect … validate this result. The last twenty eight days out-of-sample forecast adjudged Power-GARCH (1, 1, 1) in student's t error … forecasting model that could guarantee a sound policy decisions. …
Persistent link: https://www.econbiz.de/10011489480
estimates lead in turn to substantial gains for forecasting various risk measures at horizons ranging from a few days to a few …
Persistent link: https://www.econbiz.de/10013128339
, both in simulation and when forecasting a large cross section of industry portfolios spanning almost a hundred years of …
Persistent link: https://www.econbiz.de/10013239660
Using well-known GARCH models for density prediction of daily S&P 500 and Nikkei 225 index returns, a comparison is …
Persistent link: https://www.econbiz.de/10012976219