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Exponential GARCH Modeling With Realized Measures of Volatility
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Journal Article
Exponential GARCH Modeling With Realized Measures of Volatility
2016
Overview
We introduce the realized exponential GARCH model that can use multiple realized volatility measures for the modeling of a return series. The model specifies the dynamic properties of both returns and realized measures, and is characterized by a flexible modeling of the dependence between returns and volatility. We apply the model to 27 stocks and an exchange traded fund that tracks the S&P 500 index and find specifications with multiple realized measures that dominate those that rely on a single realized measure. The empirical analysis suggests some convenient simplifications and highlights the advantages of the new specification.
Publisher
Taylor & Francis,American Statistical Association,Taylor & Francis Ltd
Subject
