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I am trying to model the volatility surface of index etfs (spy, iwm and qqq). I am using the CRR model with discrete dividends and the spot model. I find that for some cases there is a noticeable error when pricing the itm call/put when I reprice it from the vol found with the OTM counterpart. Has anyone come across this issue and solved it?

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