THESIS
2016
viii, 64 pages : illustrations ; 30 cm
Abstract
In the option pricing literature, many researchers have focused on information contained in stochastic
volatility, such as the CBOE VIX index and its risk premium. However, there are relatively few
studies that focus on stochastic skewness and its risk premium. In this paper, we document that
stochastic skewness is a strong factor for cross-sectional index put option returns. As a theoretical
motivation, we present a general option pricing framework. This framework summarizes the
common structure shared by recent advanced option pricing models, and it highlights the channel
through which skewness affects option prices. Guided by such framework, using Fama-Macbeth
two-pass regression and a panel of S&P 500 index put option returns, we find that skewness has statistically significa...[
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In the option pricing literature, many researchers have focused on information contained in stochastic
volatility, such as the CBOE VIX index and its risk premium. However, there are relatively few
studies that focus on stochastic skewness and its risk premium. In this paper, we document that
stochastic skewness is a strong factor for cross-sectional index put option returns. As a theoretical
motivation, we present a general option pricing framework. This framework summarizes the
common structure shared by recent advanced option pricing models, and it highlights the channel
through which skewness affects option prices. Guided by such framework, using Fama-Macbeth
two-pass regression and a panel of S&P 500 index put option returns, we find that skewness has statistically significant positive risk premium. Compared with volatility, skewness shows better pricing
performance for cross-sectional put option returns. In particular, all abnormal returns for put
options become insignificant after the skewness factor is incorporated into the regression. Moreover,
loadings on option returns for volatility and skewness factors show different patterns. The
volatility factor loads on put option returns with almost the same magnitude, while the skewness
factor loads heavily on out-of-money put options.
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