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If you really insist on defining a “floor” based on historical lows, then this is a more correct way to do it: use the observed asymmetric distribution of deviations and fit it properly.
But again, this is only an illustration of typical historical deviations. It is not an inviolable floor, and it should not be confused with the power law itself.