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Stock Price Dynamics and Option Valuations under Volatility Feedback Effect

Research output: Contribution to journalArticleScientificpeer-review

Details

Original languageEnglish
Pages (from-to)722-740
JournalPhysica A: Statistical Mechanics and Its Applications
Volume392
Issue number4
DOIs
Publication statusPublished - 2013
Publication typeA1 Journal article-refereed

Abstract

According to the volatility feedback effect, an unexpected increase in squared volatility leads to an immediate decline in the price-dividend ratio. In this paper, we consider the properties of stock price dynamics and option valuations under the volatility feedback effect by modeling the joint dynamics of stock price, dividends, and volatility in continuous time. Most importantly, our model predicts the negative effect of an increase in squared return volatility on the value of deep-in-the-money call options and, furthermore, attempts to explain the volatility puzzle. We theoretically demonstrate a mechanism by which the market price of diffusion return risk, or an equity risk-premium, affects option prices and empirically illustrate how to identify that mechanism using forward-looking information on option contracts. Our theoretical and empirical results support the relevance of the volatility feedback effect. Overall, the results indicate that the prevailing practice of ignoring the time-varying dividend yield in option pricing can lead to oversimplification of the stock market dynamics.

Publication forum classification

Field of science, Statistics Finland

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