It seems to me that there's a deep relationship between the sticky strike vs sticky delta assumptions (in vol surface modelling) and Bayesian updating. A smile implies a probability distribution. So when spot moves, does your pdf stay the same (sticky strike) ...
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But if swap rates go from 2% to 3%, that doesn’t mean the 2% level stops mattering. There might be a “natural level” of vol for 2% rates so the 2% strike is drawn to that level, but there is no natural level of vol for S&P 3000 or 4000 or 5000.
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This is all very hand wavey and as I said, I’m not an expert, just conjecturing wildly on a sunny weekend afternoon.
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An old slide: the skew P&L is the first order in price change times the difference between implied and realized betas of vol level V (atm vol) to price change. In equities empirically, beta[i] is 2*skewness and realized beat is close to 1.3*skewness. In FX both are close to zeropic.twitter.com/V4KLNnOu06
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