
Regression your thing? Michael Stokes at MarketSci Blog looks into the thesis that much of what the VIX tells us, we already know. And concludes?
I am about 72% in agreement with a recent post from Mark Hulbert and follow up posts from (among others) the Daily Options Report and VIX and More. The VIX isn’t as magical as it might look at first glance. The reason is that so much of the VIX is comprised of information we already know.
Where does that 72% come from? Michael goes through all sorts of regression analysis (yes I know, I promised you there would be no math), He basically produces an "expected" VIX based on the price data, and an actual VIX and compares them. And finds.
That’s an 85% correlation (r-squared = 72%, hence why I’m 72% in agreement). By comparison, that’s about the same level of predictive ability the S&P 500 has in determining the value of the Nasdaq 100 (and that’s pretty darn high).
And his takeaway?
I disagree a slight bit with some previous posters. In the past, no matter how much I have tried to decompose the VIX into its building blocks, there was always an element of trader-driven unpredictability. I haven’t figured out how just yet, but I think that if we can isolate what that smaller subset of information is telling us, we might have something useful and unique.
And there's the rub. I can't parse his numbers, I retired from complex math over two decades ago when I switched majors from Math Science to something easy, Econ. But conceptually he sounds correct here. Not a stretch to say that 3/4's of the VIX can be explained from pure reaction to the price moves in S&P you already see.
Of that other quarter? Well, you have a certain amount of noise in the calculation. Perfectly normal anticipation of news events can pump up premiums, a holiday or summer doldrums can depress them, and I would suggest neither reflects all that much on the Fear Level this attempts to quantify.
So not sure how one would go about isolating that smidge of VIX we can't explain. Which is why I kind of prefer subjective analysis. Like right now, the VIX objectively looks low. We are not that far removed from some very real panic, yet it it sits in the very unexceptional low 20's. But is that so surprising? It's summer, we have Big Hank and Big Ben ready on the backstop, and it's highly likely we have a lull until the next bout of excitement.
So subjectively, I'd say right here, right now, I would not read much of anything into the VIX.
And remember, all mentions are sponsored by VIX Swimwear, "Yeah, just keep looking at those volatility charts"


10 comments:
So, is this what the Girafee dress has been cut up into? Yesterday it was a shirt on Erin, today it's a bikini on a Vix girl?
fine wardrobe management I would say, lol.
Reading your post and then mine can make a blogger feel pretty impotent. Your bikini girl clearly trumps my linear regression graphs =)
rofl, unfortunately i've had much more exposure to linear regression graph's too.
Hey Adam !!!
If the VIX spends an entire trading week above 30, will you post my pic ?
C'mon, you gotta do that !!! It's a reasonable request !
only if you promise not to beat me about the knee.
I feel thata prior to the last 1-2 years, vix used to make high multi-day spikes associated with IT mkt lows. I have used that in conjunction with other indicators to find buy points.
However, in recent times, especially this year, there seems to be a change in vix. I have read highly useful thoughts as to why in various articles and blogs, including Bill Luby's.
From reading them I think we need to consider that there are many new angles for people/institutions to bet on the downside, including calls on 2X short funds.
In turn vix would miss the above because its original design was to catch the fear premium in puts, not calls.
Vix has had to be reformuated in the past and I suspect, the above indicates a need to reformulate it now.
yes, zactly. Market conditions change, important levels change as well. All those things have reduced demand for puts on the margins and changed "typical" put/call and volatility readings.
Adam - posted a follow up to this report that I thought you might be interested in. This is an incredibly predictable instrument - I just wish there was some way you could actually trade it... Enjoy!
http://marketsci.wordpress.com/2008/07/28/the-vix-is-very-predictable/
michael
tanks, good stuff, I'll have it out in a few.
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