The relationships between sentiment, returns and volatility
Journal
International Journal of Forecasting
Journal Volume
22
Journal Issue
1
Pages
109-123
Date Issued
2006
Author(s)
Abstract
Previous papers that test whether sentiment is useful for predicting volatility ignore whether lagged returns information might also be useful for this purpose. By doing so, these papers potentially overestimate the role of sentiment in predicting volatility. In this paper we test whether sentiment is useful for volatility forecasting purposes. We find that most of our sentiment measures are caused by returns and volatility rather than vice versa. In addition, we find that lagged returns cause volatility. All sentiment variables have extremely limited forecasting power once returns are included as a forecasting variable. ? 2005 International Institute of Forecasters. Published by Elsevier B.V. All rights reserved.
Subjects
Causality
Investor surveys
Market based sentiment measures
Realized volatility
Stock index returns
Type
journal article