Thursday, December 3, 2015

How to calculate Implied Volatility for out-of-the-money options?


I'm trying to calculate the implied volatility for out-of-the-money options, and to a lesser extent, in-the-money options. Most of the literature estimations I could find for implied volatility were for at-the-money options.


In other words, given C(s,t), S, and Ker(Tt), related by:


C(s,t)=SN(d1)N(d2)Ker(Tt)

d1=1σTt(log(S/K)+(r+σ22)(Tt))
d2=d1σTt


I'm trying to calculate σ. My preliminary investigations have revealed no closed-form solution, so I've resolved to a numerical approximation instead, but I haven't found any literature results on this approximation.


I would be glad if anyone could refer me to any useful approximations or other results. Other comments on this are also welcome as it's a tricky topic.




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