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Journal of Engineering and Applied Sciences

ISSN: Online 1818-7803
ISSN: Print 1816-949x
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The Development of a Risk-Neutral Density Estimation Method

Hafizah Bahaludin and Mimi Hafizah Abdullah
Page: 1633-1638 | Received 21 Sep 2022, Published online: 21 Sep 2022

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Abstract

The Risk-Neutral Density (RND) function is the distribution implied by option prices. Broadly, the approaches to extract RND can be classified into four categories; an underlying asset is assumed to follow a stochastic distribution, parametric techniques, semi- parametric techniques and smoothing a volatility function. Smoothing volatility function is a common practice in extracting the RND function. Theoretically, it can be estimated by differentiating the call prices twice with respect to the strike price if the continuous strike prices are available. This study focuses on the development of the risk-neutral density estimation by using the smoothing implied volatility smile method.


How to cite this article:

Hafizah Bahaludin and Mimi Hafizah Abdullah. The Development of a Risk-Neutral Density Estimation Method.
DOI: https://doi.org/10.36478/jeasci.2016.1633.1638
URL: https://www.makhillpublications.co/view-article/1816-949x/jeasci.2016.1633.1638