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assets. Building on this idea, we propose the use of a highly flexible and tractable model to forecast the volatility of an …
Persistent link: https://www.econbiz.de/10010407672
as futures and options. Those will depend on the dynamics, volatility, or even the jumps of cryptos. In this paper, the … risk characteristics for Bitcoin are analyzed from a realized volatility dynamics view. The realized variance RV is …
Persistent link: https://www.econbiz.de/10012827656
, we compare the predictability of the one-step-ahead volatility and Value-at-Risk of Bitcoin using several volatility … models. We also include procedures that take into account the presence of outliers and estimate the volatility and Value … volatility and estimating the Value-at-Risk. These results suggest that the presence of outliers play an important role in the …
Persistent link: https://www.econbiz.de/10012917666
Weekly, quarterly and yearly risk measures are crucial for risk reporting according to Basel III and Solvency II. For the respective data frequencies, the authors show in a simulation and back-test study that available data series are not sufficient in order to estimate Value at Risk and...
Persistent link: https://www.econbiz.de/10012827639
A model of portfolio return dynamics is considered in which the price of risk is permitted to be heterogeneous. In doing this, a novel method is proposed that delivers improved out-of-sample forecasts of portfolio returns. The main innovation is the use of a set of predictors that account for...
Persistent link: https://www.econbiz.de/10014350699
The GARCH(1,1) model and its extensions have become a standard econometric tool for modeling volatility dynamics of …
Persistent link: https://www.econbiz.de/10013084434
The GARCH(1,1) model and its extensions have become a standard econometric tool for modeling volatility dynamics of …
Persistent link: https://www.econbiz.de/10009723920
Persistent link: https://www.econbiz.de/10013266119
Persistent link: https://www.econbiz.de/10013459321
This study explores the stylized facts, volatility clustering, other highly irregular behaviour, and risk measures of … there was confirmed existence of volatility clusters when high volatility periods are followed by low volatility periods … expect in the worst case scenario. Our results confirm the existence of predictability, volatility clustering, and …
Persistent link: https://www.econbiz.de/10014420375