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I don't think oil futures are particularly mean reverting, in general you'd want to create a mixed effects model to model the constant maturity forward.
Yeah exactly. Physical oil is tradable (kind of) which introduces an arb relation between spot and futures prices that needs to be satisfied, and means that the constant maturity oil curve is less predictable than constant maturity VIX curve.
