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macrocephalopod

@macrocephalopod

Paul Allen, Vice President M&A, Pierce & Pierce (Sie/Hir) | Vegan | Silence is Violence | Women’s Rights Are Human Rights | ACAB (Assigned Cephalopod At Birth)

Joined December 2020

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    1. macrocephalopod‏ @macrocephalopod 1 Mar 2021

      Feel like I should put some more quant finance content up so ... here is the *absolute minimum* you need to know if you are considering trading VIX futures (or something basically equivalent like VXX or VXZ which are basically a basket of futures)

      6 replies 55 retweets 388 likes
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    2. macrocephalopod‏ @macrocephalopod 1 Mar 2021

      First important thing is that VIX futures give exposure to forward VIX, not VIX itself. You can have a correct view of where VIX is going but still lose money trading futures, because the futures price already includes market expectations of where VIX will go.

      1 reply 2 retweets 55 likes
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    3. macrocephalopod‏ @macrocephalopod 1 Mar 2021

      so if e.g. VIX is 20 and near-term futures are 23, to open a long position it's not enough to believe that VIX is going higher -- to make a profit you would need VIX to go above 23 *within a month* of you opening the position. If it goes to 22 you still lose.

      2 replies 1 retweet 36 likes
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    4. macrocephalopod‏ @macrocephalopod 1 Mar 2021

      In this example you lose 0.1 = (23-20)/30 of a VIX point every day, assuming that the term structure doesn't change. This is called *rolldown* and it's necessary to understand it if you want to trade VIX futures.

      1 reply 0 retweets 28 likes
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    5. macrocephalopod‏ @macrocephalopod 1 Mar 2021

      It's not sufficient though! There are many terrible "VIX carry" strategies out there which go long when rolldown is +ve (curve is backwardated) and short when rolldown is -ve (curve is contangoed) and ignore predictable movements in spot VIX.

      1 reply 1 retweet 21 likes
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    6. macrocephalopod‏ @macrocephalopod 1 Mar 2021

      Spot VIX is not tradable, which means there is nothing which stops it from being predictable. To profitably trade VIX you need to know what the rolldown is and *also* have a good model for how prices are going to change.

      1 reply 0 retweets 31 likes
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    7. macrocephalopod‏ @macrocephalopod 1 Mar 2021

      The right way to think about it is to separate the rolldown component of P&L from the price component. If F(t,T) is the price of a futures contract at time t with T days to expiry and R(t+h,T) is the P&L from holding it for one day then the equation relating them ispic.twitter.com/Tt1Mg966cg

      2 replies 0 retweets 30 likes
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    8. macrocephalopod‏ @macrocephalopod 1 Mar 2021

      This can be neatly decomposed into two components -- the first is rolldown (observable at time t when you trade) and the second is the price component (not observable, but predictable)pic.twitter.com/3ehBaxOevX

      1 reply 0 retweets 26 likes
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    9. macrocephalopod‏ @macrocephalopod 1 Mar 2021

      To model this you should build constant-maturity VIX curves by interpolating forward VIX prices to a floating grid of expiry terms (e.g. 1 mo, 2 mo, 3 mo) rather than a fixed grid of expiry dates. You then build a model to forecast the changes in constant-maturity forward VIX

      1 reply 1 retweet 34 likes
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    10. macrocephalopod‏ @macrocephalopod 1 Mar 2021

      for whatever forecast horizon you care about, and combine it with the observable rolldown to get a forecast for the P&L for particular points on the constant-maturity curve, which you can then interpolate back to a forecast for the actual contracts.

      1 reply 0 retweets 24 likes
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      macrocephalopod‏ @macrocephalopod 1 Mar 2021

      For obvious reasons I won't elaborate on how you should forecast price moves, but I will note that (a) the term structure itself is important and (b) constant-maturity VIX prices are highly mean reverting. Add your own intuitions on top of that!

      2:36 PM - 1 Mar 2021
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      • Mendax Alex W Name doesn't matter; STOP PUTIN'S WAR CRIMES tanaka Mace Ξ · ⬡ {shadowy super creator} Femme Nonfatale Ged pedantic uncertaintist duck
      1 reply 0 retweets 37 likes
        1. New conversation
        2. macrocephalopod‏ @macrocephalopod 1 Mar 2021

          My final point is that nothing I've said here is particularly specific to VIX, but VIX is a very clean example because the underlying is not tradable (so there aren't any arbitrage relations and everything is priced on expectation) and it's not seasonal.

          2 replies 0 retweets 31 likes
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        3. macrocephalopod‏ @macrocephalopod 1 Mar 2021

          With suitable adjustments to take arbitrage bounds and seasonality into account, this is a very general framework for trading all kinds of futures. FIN.

          4 replies 0 retweets 34 likes
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        4. macrocephalopod‏ @macrocephalopod 1 Mar 2021

          Gonna tag the vol nerd crew for their input @KrisAbdelmessih @Ksidiii @bennpeifert @pauleluard @SqueezeMetrics @NewRiverInvest @VixCentral @VolQuant @QuantVol @varianceswap @selling_theta

          11 replies 0 retweets 28 likes
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        5. End of conversation

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