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Implement Bayesian fraction of missing information #680

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@ben18785

This paper by Betancourt introduces this metric as a way of understanding whether sufficient energies are being sampled in HMC.

Also, would be good to allow an option which logs the energies surveyed over time to produce plots like Fig. 5 and Fig. 6.

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