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An empirical study on asymmetric jump diffusion for option and annuity pricing.

Authors :
Lau, Kein Joe
Goh, Yong Kheng
Lai, An Chow
Source :
PLoS ONE; 5/7/2019, Vol. 14 Issue 5, p1-18, 18p
Publication Year :
2019

Abstract

In this paper, we present a method to estimate the market parameters modelled by an asymmetric jump diffusion process. The method proposed is based on Kou’s jump diffusion model while the market parameters refer to the market drift, the market volatility, the jump intensity on market price, and the rate of jump occurrence in a consistent manner throughout the entire paper. The model captures the asymmetric nature of the price fluctuation during up trend markets and down trend markets. The results are compared to conventional options to observe the impact of jump effects. The results from simulation show that the asymmetric jump diffusion model can estimate the fair prices of European call options and annuity better than the Black-Scholes model and the symmetric jump diffusion model proposed by Kou and Merton. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
19326203
Volume :
14
Issue :
5
Database :
Complementary Index
Journal :
PLoS ONE
Publication Type :
Academic Journal
Accession number :
136263859
Full Text :
https://doi.org/10.1371/journal.pone.0216529