Pricing Illiquid Options

I have a problem on hand. I am trying to price illiquid options. I need the ATM Implied Volatility which I dont have.

How do I determine this volatility from historical data?

Please let me know.

Regards
 
Why on earth would you want to get into "Illiquid" options.
It defeats the purpose of investing / trading. You need liquidity to be able to get rid of them when you want to take out your profits..if any.
 
1) Multiply the historical volatility by a factor of 10.
2) Widen out the bid-ask spread you are willing to quote.
3) Wait for Citadel to quote a tighter market and then "lean on" them. :cool:
 
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