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The persistent nature of equity volatility is investigated by means of a multi-factor stochastic volatility model with time varying parameters. The parameters are estimated by means of a sequential matching procedure which adopts as auxiliary model a time-varying generalization of the HAR model...
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The dicey regulatory environment surrounding the cryptocurrency sector has raised the concern of investors and potential investors to study the volatility dynamics of cryptocurrencies’ returns in the present scenario. The present treatise is an attempt to study the volatility dynamics of most...
Persistent link: https://www.econbiz.de/10013237614
This paper explores the volatility forecasting implications of a model in which the friction in high-frequency prices is related to the true underlying volatility. The contribution of this paper is to propose a framework under which the realized variance may improve volatility forecasting if the...
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estimator to be consistent and asymptotically normal are established for the GARCH(1,1) conditional variance process. In …
Persistent link: https://www.econbiz.de/10001600059
We propose a flexible GARCH-type model for the prediction of volatility in financial time series. The approach relies on the idea of using multivariate B-splines of lagged observations and volatilities. Estimation of such a B-spline basis expansion is constructed within the likelihood framework...
Persistent link: https://www.econbiz.de/10014051065
that the popular Gaussian quasi-maximum likelihood estimator of MGARCH models is very sensitive to outliers in the data. We … empirical application document the good robustness properties of the M-estimator with a fat-tailed Student t loss function and …
Persistent link: https://www.econbiz.de/10014220834