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Cryptocurrencies have increasingly attracted the attention of several players interested in crypto assets. Their rapid growth and dynamic nature require robust methods for modeling their volatility. The Generalized Auto Regressive Conditional Heteroskedasticity (GARCH) model is a well-known...
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The inhomogeneity of the cross-sectional distribution of realized assets’ volatility is explored and used to build a novel class of GARCH (Generalized Autoregressive Conditional Heteroskedasticity) models. The inhomogeneity of the cross-sectional distribution of realized volatility is captured...
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discrete time models against high frequency estimates based on continuous time theory. In explanatory financial return … basis in the simulation results a simple framework is proposed and illustrated. -- Return variability forecasting …
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(SVM) model based on Monte Carlo simulation methods. The SVM modelincorporates the unobserved volatility as anexplanatory variable …
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continuous time theory. In explanatory financial variability modelling this raises several methodological and practical issues … variability are studied. Second, based on the simulation results a simple but general framework is proposed and illustrated. The …
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