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ARFIMAX models are applied in estimating the intra-day realized volatility of the CAC40 and DAX30 indices. Volatility … clustering and asymmetry characterize the logarithmic realized volatility of both indices. ARFIMAX model with time … superior next trading day's realized volatility forecasts …
Persistent link: https://www.econbiz.de/10012910127
dynamics adapts to the non-normal nature of financial data, which helps to robustify the volatility estimates. The new model … volatility forecasting of stock returns and exchange rates. …
Persistent link: https://www.econbiz.de/10010384110
volatility of individual stock returns and exchange rate returns. …
Persistent link: https://www.econbiz.de/10011332948
The sum of squared intraday returns provides an unbiased and almost error-free measure of ex-post volatility. In this … paper we develop a nonlinear Autoregressive Fractionally Integrated Moving Average (ARFIMA) model for realized volatility …, which accommodates level shifts, day-of-the-week effects, leverage effects and volatility level effects. Applying the model …
Persistent link: https://www.econbiz.de/10011335205
In this paper we aim to measure actual volatility within a model-based framework using high-frequency data. In the … at smaller and smaller time intervals. High-frequency returns are used for the computation of realised volatility. Recent … theoretical results have shown that realised volatility is a consistent estimator of actual volatility but when it is subject to …
Persistent link: https://www.econbiz.de/10011342558
by proposing an exponential weighted moving average model that jointly estimates volatility, skewness and kurtosis over …
Persistent link: https://www.econbiz.de/10011731521
Empirical findings related to the time series properties of stock returns volatility indicate autocorrelations that … suggesting that it may be an important feature of stock returns volatility. Nevertheless, it remains a conjecture that a model … stochastic volatility model incorporating both a random level shift and a short-memory component indeed provides a better in …
Persistent link: https://www.econbiz.de/10014217128
distribution was found. The implied volatility dependencies for the equilibrium conditions and with predicted utility and liquidity …
Persistent link: https://www.econbiz.de/10013225759
Artificial Intelligence (AI) models have been recently studied in finance to discover data patterns. However, generative AI, particularly in image synthesis, remains relatively unexplored. In this paper, we investigate the potential of generative AI to model unknown dynamics using stock chart...
Persistent link: https://www.econbiz.de/10014347030
and portfolios. We document that the SDF is dense in characteristics with the impliedrealized volatility spread, option …
Persistent link: https://www.econbiz.de/10015204018