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Brazilian Business Review
Article . 2016 . Peer-reviewed
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Brazilian Business Review
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Article . 2016
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Brazilian Business Review
Article . 2016 . Peer-reviewed
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Assessing the Impact of the Realized Range on the (E)GARCH Volatility: Evidence from Brazil

Authors: Accioly, Victor Bello; Mendes, Beatriz Vaz de Melo;

Assessing the Impact of the Realized Range on the (E)GARCH Volatility: Evidence from Brazil

Abstract

This paper investigates whether the inclusion of the realized range as regressor in the (E)GARCH volatility equation would add information to the process improving out - of - sample forecasts performance and providing more accurate estimates of the volatility persistence. Sixteen range measures at eleven data frequencies are tested using Brazilian stock market data. Several measures for assessing the improvements in the fits were used including the likelihood ratio test, the persistence percentage de crease, and a formal statistical test for comparing forecasts errors from competing models. We found that for both the GARCH and EGARCH models there are always some realized range type at some frequencies bringing information to the volatility process with considerable persistence reduction.

Keywords

HF5001-6182, Volatility forecast, Previsão de volatilidade, Modelos GARCH e EGARCH, garch and egarch models, GARCH and EGARCH models, Volatilidade realizada, realized volatility, realized range, Business, volatility forecast, Realized volatility, Realized range

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Average
Average
Average
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