Does it get all messy in the first chart because a smaller time to expiry means a lot more volatility in the intrinsic value?
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What about this one then?
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I guess I'm just a dum dum.
As you extend very deep ITM or OTM the result of microstructure can result in wonky figures. Say you're looking at the 99D/1D call/put combo and the option prices are 80.2/0.2 respectively. Say the put is 0.1 bid at 0.3; mid of 0.2. 0.2 is a vol-figure of 18% and someone comes in and bids 0.28 at 23% vol.
Would you sell at 23% vol in that strike looking for the mean reversion?
Models are useful for relative value and stressing.