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Does implied volatility reflect a wider information set than econometric forecasts?

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Author Info
Ralf Becker
Adam Clements ()
James Curchin

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Abstract

Much research has addressed the relative performance of option implied volatilities and econometric model based forecasts in terms of forecasting asset return volatility. The general theme to come from this body of work is that implied volatility is a superior forecast. Some authors attribute this to the fact that option markets use a wider information set when forming their forecasts of volatility. This article considers this issue and determines whether S&P 500 implied volatility reflects a set of economic information beyond its impact on the prevailing level of volatility. It is found, that while the implied volatility subsumes this information, as do model based forecasts, this is only due to its impact on the current or prevailing level of volatility. Therefore, it appears as though implied volatility does not reflect a wider information set than model based forecasts, implying that implied volatility forecasts simply reflect volatility persistence in much the same way of as do econometric models.

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File URL: http://www.ncer.edu.au/papers/documents/WpNo15May07.pdf
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Publisher Info
Paper provided by National Centre for Econometric Research in its series NCER Working Paper Series with number 15.

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Length: 9 pages
Date of creation: 22 May 2007
Date of revision:
Handle: RePEc:qut:auncer:2007-9

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Related research
Keywords: Implied volatility VIX volatility forecasts informational efficiency

Find related papers by JEL classification:
C12 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Hypothesis Testing
C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models
G00 - Financial Economics - - General - - - General
G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies

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