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asymmetric response to return shocks and the long memory property. Up till now, these have largely been modeled in isolation … though. To more flexibly capture asymmetry also with respect to the memory structure we introduce a new model and apply it to …
Persistent link: https://www.econbiz.de/10010575949
We document the forecasting gains achieved by incorporating measures of signed, finite and infinite jumps in forecasting the volatility of equity prices, using high-frequency data from 2000 to 2016. We consider the SPY and 20 stocks that vary by sector, volume and degree of jump activity. We use...
Persistent link: https://www.econbiz.de/10012889687
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We provide a new framework for modeling trends and periodic patterns in high-frequency financial data. Seeking adaptivity to ever-changing market conditions, we enlarge the Fourier flexible form into a richer functional class: both our smooth trend and the seasonality are non-parametrically...
Persistent link: https://www.econbiz.de/10011411344
We provide a new framework for modeling trends and periodic patterns in high-frequency financial data. Seeking adaptivity to ever-changing market conditions, we enlarge the Fourier flexible form into a richer functional class: both our smooth trend and the seasonality are non-parametrically...
Persistent link: https://www.econbiz.de/10013007161
This paper develops a method to improve the estimation of jump variation using high frequency data with the existence of market microstructure noises. Accurate estimation of jump variation is in high demand, as it is an important component of volatility in finance for portfolio allocation,...
Persistent link: https://www.econbiz.de/10011568279
long memory in realized covariance, prediction of Lévy-driven CARMA processes, functional index coefficient models with … misspecification test for multiplicative error models of non-negative time series processes, sample quantile analysis for long-memory …-threshold double autoregressive models, a new hyperbolic GARCH model, intraday value-at-risk: an asymmetric autoregressive conditional …
Persistent link: https://www.econbiz.de/10010484894
positive signal for future system stability, it also evidences that the widely used GARCH and DCC specifications turn to be …
Persistent link: https://www.econbiz.de/10011984362
positive signal for future system stability, it also evidences that the widely used GARCH and DCC specifications turn to be …
Persistent link: https://www.econbiz.de/10011874650