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financial volatility as well as intermittent dynamics and excess of kurtosis. A sufficient condition for strict stationarity and …
Persistent link: https://www.econbiz.de/10011807314
Estimation of the volatility of time series has taken off since the introduction of the GARCH and stochastic volatility … models. While variants of the GARCH model are applied in scores of articles, use of the stochastic volatility model is less … unobserved stochastic volatility, and the varying approaches that have been taken for such estimation. In order to simplify the …
Persistent link: https://www.econbiz.de/10010325989
As an asset is traded, its varying prices trace out an interesting time series. The price, at least in a general way, reflects some underlying value of the asset. For most basic assets, realistic models of value must involve many variables relating not only to the individual asset, but also to...
Persistent link: https://www.econbiz.de/10010270708
Persistent link: https://www.econbiz.de/10011807281
may be generalized, if we use alternative measures of volatility. We choose one feasible alternative and derive a … generalized volatility model. Applying this model to some exemplary market indices, we are able to give some empirical evidence …
Persistent link: https://www.econbiz.de/10010299748
In this paper, I study the drop of real GDP volatility which has been observed in the United States during the postwar …
Persistent link: https://www.econbiz.de/10010316043
an approach to model spot prices that combines mean-reversion, spikes and stochastic volatility. Thereby we use different …
Persistent link: https://www.econbiz.de/10010305714
This paper focuses on the extraction of volatility of financial returns. The volatility process is modeled as a … the volatility is not observable, the logarithm of the daily high-low range is employed as its proxy. The estimation of … parameters and volatility extraction are performed using a modified version of the Kalman filter which takes into account the …
Persistent link: https://www.econbiz.de/10010322165
We characterize the dynamic properties of Generalized Autoregressive Score (GAS) processes by identifying regions of the parameter space that imply stationarity and ergodicity. We show how these regions are affected by the choice of parameterization and scaling, which are key features of GAS...
Persistent link: https://www.econbiz.de/10010326396
A discrete time model of financial markets is considered. It is assumed that the relative jumps of the risky security price are independent non-identically distributed random variables. In the focus of attention is the expected non-risky profit of the investor that arises when the jumps of the...
Persistent link: https://www.econbiz.de/10010293743