Time-Varying Relationship of News Sentiment, Implied Volatility and Stock Returns

Time-Varying Relationship of News Sentiment, Implied Volatility and Stock Returns
Author: Lee A. Smales
Publisher:
Total Pages: 23
Release: 2016
Genre:
ISBN:


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I examine the relationship between aggregate news sentiment, S&P 500 Index returns, and changes in the implied volatility index (VIX). I find a significant negative contemporaneous relationship between changes in VIX and both news sentiment and stock returns. This relationship is asymmetric whereby changes in VIX are larger following negative news and/or stock market declines. VAR analysis of the dynamics and cross-dependencies between variables reveals a strong positive relationship between previous and current period changes in implied volatility and stock returns, while current period and lagged news sentiment has a significant positive (negative) relationship with stock returns (changes in VIX). I develop a simple trading strategy whereby high (low) levels of implied volatility signal attractive opportunities to take long (short) positions in the underlying index, while extremely negative (positive) news sentiment signals opportunities to enter short (long) index positions.


Time-Varying Relationship of News Sentiment, Implied Volatility and Stock Returns
Language: en
Pages: 23
Authors: Lee A. Smales
Categories:
Type: BOOK - Published: 2016 - Publisher:

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I examine the relationship between aggregate news sentiment, S&P 500 Index returns, and changes in the implied volatility index (VIX). I find a significant nega
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Language: en
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Categories:
Type: BOOK - Published: 2015 - Publisher:

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News sentiment has been empirically observed to have impact on financial market. However, finding a clear predictor of market returns using news sentiment remai
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The Handbook of News Analytics in Finance is a landmarkpublication bringing together the latest models and applications ofNews Analytics for asset pricing, port
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Dynamic Co-Movements of Stock Market Returns, Implied Volatility and Policy Uncertainty
Language: en
Pages:
Authors: Nikolaos Antonakakis
Categories:
Type: BOOK - Published: 2014 - Publisher:

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