Exponential GARCH Modeling With Realized Measures of Volatility

A-Tier
Journal: Journal of Business & Economic Statistics
Year: 2016
Volume: 34
Issue: 2
Pages: 269-287

Score contribution per author:

2.011 = (α=2.01 / 2 authors) × 2.0x A-tier

α: calibrated so average coauthorship-adjusted count equals average raw count

Abstract

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.

Technical Details

RePEc Handle
repec:taf:jnlbes:v:34:y:2016:i:2:p:269-287
Journal Field
Econometrics
Author Count
2
Added to Database
2026-01-25