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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
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
positions. The framework starts with the near-term dynamics of the implied volatility surface and derives no … index time series and options data, we extract volatility risk and risk premium from the volatility surfaces, and find that …
Persistent link: https://www.econbiz.de/10012976306
-portfolio specific volatility indices called portfolio risk drivers. The dynamics of the risk drivers are modelled by multiplicative …. The proposed risk drivers capture the volatility structure of asset returns in different industry sectors. A …
Persistent link: https://www.econbiz.de/10012989295
We describe characteristics of various risk measures (Value-at-Risk, Expected Shortfall, etc.) that are used to analyze and quantify the tail risk exposure, and discuss their relative strengths and weaknesses. Emphasis is placed on presenting and comparing methodologies to compute and backtest...
Persistent link: https://www.econbiz.de/10013053188
Model-selection uncertainty corresponds to the uncertainty about the true lag order of the autoregressive process that should be picked. This paper shows that all model-selection criteria perform poorly in small samples. Model-selection uncertainty adds to the bias and variability in the...
Persistent link: https://www.econbiz.de/10014178863
This paper suggests a method of estimation of the implied volatility smile uncertainty of the observed options prices ….We consider the setting where both the implied volatility and the risk free rate are calculated jointly from the observed option … to uncertainty in the volatility surface.We estimate the size of implied volatility layers between the surfaces …
Persistent link: https://www.econbiz.de/10013063582
-return relationship identified by Bali, Demirtas, and Levy (2009) is highly significant in the low volatility state but disappears during … show that the absence of the risk-return relationship in the high volatility state is due to leverage and volatility … feedback effects arising from increased persistence in volatility. To better filter out these effects, we propose a simple …
Persistent link: https://www.econbiz.de/10012871525
The availability of high frequency financial data has generated a series of estimators based on intra-day data, improving the quality of large areas of financial econometrics. However, estimating the standard error of these estimators is often challenging. The root of the problem is that...
Persistent link: https://www.econbiz.de/10013006101
Persistent link: https://www.econbiz.de/10012630868