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On the role of risk premia in volatility forecasting

Article Abstract:

The role of the risk premium in leading to the disparity in volatility forecasting is explained. This disparity is shown to be a function of the latent spot volatility. Empirical exercises based on at-the-money implied volatility series support the explanation.

Author: Chernov, Mikhail
Publisher: American Statistical Association
Publication Name: Journal of Business & Economic Statistics
Subject: Mathematics
ISSN: 0735-0015
Year: 2007
United States, Science & research, Research, Report, Market risk, Volatility (Finance)

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Robust regression shrinkage and consistent variable selection through the LAD-Lasso

Article Abstract:

Regression analysis is used to examine the least absolute deviation in analyzing variance in dataset application errors.

Author: Wang, Hansheng, Li, Guodong, Jiang, Guohau
Publisher: American Statistical Association
Publication Name: Journal of Business & Economic Statistics
Subject: Mathematics
ISSN: 0735-0015
Year: 2007
China, Methods, Analysis, Usage, Analysis of variance, Regression analysis, Least absolute deviations (Statistics)

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