Multiscale exponential Levy-type models

被引:2
|
作者
Lorig, Matthew [1 ]
Lozano-Carbasse, Oriol [2 ]
机构
[1] Univ Washington, Dept Appl Math, Seattle, WA 98195 USA
[2] Princeton Univ, Bendheim Ctr Finance, Princeton, NJ 08540 USA
基金
美国国家科学基金会;
关键词
Stochastic jump-intensity; Multiscale; Stochastic volatility; Levy-type process; OPTION; VOLATILITY; PRICES; JUMP;
D O I
10.1080/14697688.2014.934712
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
We consider the problem of valuing a European option written on an asset whose dynamics are described by an exponential Levy-type model. In our framework, both the volatility and jump-intensity are allowed to vary stochastically in time through common driving factors-one fast-varying and one slow-varying. Using Fourier analysis we derive an explicit formula for the approximate price of any European-style derivative whose payoff has a generalized Fourier transform; in particular, this includes European calls and puts. From a theoretical perspective, our results extend the class of multiscale stochastic volatility models of Fouque et al. [Multiscale Stochastic Volatility for Equity, Interest Rate, and Credit Derivatives, 2011] to models of the exponential Levy type. From a financial perspective, the inclusion of jumps and stochastic volatility allow us to capture the term-structure of implied volatility, as demonstrated in a calibration to S&P500 options data.
引用
收藏
页码:91 / 100
页数:10
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