The chart is showing an estimate of dealer *charm* flows (grey) vs stock prices (yellow). Charm flows are, more or less, the amount of stock that option dealers need to buy/sell each day to maintain their delta hedges, assuming nothing else (stock price, vol, rates) changes.
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What I've noted is charts are not substantial enough to show the predictive skew, since they tend to exaggerate it due to the price effect sensitivity. There *is* a skew, but it tends to only matter in extrema (conditional correlation) and the continuous variation
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only shows up in distribution differentials.
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I would split the problem in 2 parts - 1.estimating dealer(delta hedged) positioning and 2. predicting performance of options given the positioning. 2. is pretty pretty good grounding, ad can even be modelled (Loepr). 1. is super hard
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1. is a fool's errand. Statistics works a lot better here in my biased opinion.
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