We examine the relation between investor sentiment proxies and the risk neutral skewness of S&P 500 index option. The risk neutral skewness is estimated by the method of Bakshi, Kapadia and Madan (2003), which is non-parametric method, and the interpolation-extrapolation method and trapezoidal rule is used. We use four sentiment proxies: Michigan Consumer Sentiment Index, non-commercial trader's net position of S&P 500 futures market, Baker and Wurgler (2006)'s sentiment index, and bull-bear survey of American Association of Individual Investors. We firstly conduct the regression to find the general relations of two variables, and then examine the lead-lag relation between investor sentiment proxies and risk neutral skewness through VAR analysis. Contrary to the previous studies, we observe that sentiment proxies show different signs by the economic conditions. Overall, the sentiment proxies explain the three-dimension moment better in the crisis in U.S, and especially non-commercial trader's net position of S&P 500 futures market explains bet among the proxies.
Research Article|
November 30 2015
The Impact of Investor Sentiment on Risk Neutral Skewness: Around Financial Crisis Open Access
Sol Kim
Sol Kim
Hankuk University of Foreign
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Publisher: Emerald Publishing on behalf of Korea Derivatives Association
Online ISSN: 2713-6647
Print ISSN: 1229-988X
© 2015 Emerald Publishing Limited
2015
This article is published under the Creative Commons Attribution (CC BY 4.0) licence. Anyone may reproduce, distribute, translate and create derivative works of this article (for both commercial and non-commercial purposes), subject to full attribution to the original publication and authors. The full terms of this licence may be seen at http://creativecommons.org/licences/by/4.0/legalcode
Journal of Derivatives and Quantitative Studies: Seonmul yeon’gu (2015) 23 (4): 475–516.
Citation
Kim B, Kim S (2015), "The Impact of Investor Sentiment on Risk Neutral Skewness: Around Financial Crisis". Journal of Derivatives and Quantitative Studies: Seonmul yeon’gu, Vol. 23 No. 4 pp. 475–516, doi: https://doi.org/10.1108/JDQS-04-2015-B0001
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