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Puzzling deviations from the predictions of rational finance theory have been extensively documented empirically. In … this paper, we offer an explanation for one of these anomalies, the “excess volatility puzzle”, i.e. the observation that … inefficient) excess component. The endogenously induced excess volatility is found to be substantial, largely stable at longer …
Persistent link: https://www.econbiz.de/10012518955
-Estimator whose inputs (period used for local volatility calculation and confidence level used for jump detection) were also optimized …
Persistent link: https://www.econbiz.de/10012964934
This paper describes a forecasting exercise of close-to-open returns on major global stock indices, based on price patterns from foreign markets that have become available overnight. As the close-to-open gap is a scalar response variable to a functional variable, it is natural to focus on...
Persistent link: https://www.econbiz.de/10011379456
of asset-return volatility, in the context of financial risk management using high frequency data. In our evaluation we … use both statistical criteria (i.e., accuracy of directional volatility predictions) and economic criteria (i … contemporaneous return-volatility relationship and leads to new insights related to linkages between economic and statistical methods …
Persistent link: https://www.econbiz.de/10013314352
of covariates as well as the smoothing parameters via cross-validation. We find that volatility forecastability is much …
Persistent link: https://www.econbiz.de/10012127861
volatility (RV) measures. The absolute difference between daily and monthly RV is shown to be proportional to the relative …
Persistent link: https://www.econbiz.de/10012829634
In recent years, numerous volatility-based derivative products have been engineered. This has led to interest in … constructing conditional predictive densities and confidence intervals for integrated volatility. In this paper, we propose … realized volatility measures, which are constructed using the ex post variation of asset prices. A set of sufficient conditions …
Persistent link: https://www.econbiz.de/10014052487
When estimating and forecasting realized volatility in the presence of jumps, a form of bias-variance tradeoff is …
Persistent link: https://www.econbiz.de/10014188741
The Basel credit-to-GDP gap is the single most popular measure of excessive credit growth and the financial cycle in general. It is based, however, on a purely statistical understanding of excessiveness: Growth is excessive if the credit-to-GDP ratio (i.e. the ratio of credit to nominal GDP) is...
Persistent link: https://www.econbiz.de/10015053486
In the data mining and machine learning fields, forecasting the direction of price change can be generally formulated as a supervised classfii cation. This paper attempts to predict the direction of daily changes of the Nasdaq Composite Index (NCI) and of the Standard & Poor's 500 Composite...
Persistent link: https://www.econbiz.de/10011900252