for i ∈ {1, . . . , m}. The free energy F , which was traditionally treated as a parameter in MBAR, is treated as a random variable in BayesMBAR and we assign a prior distribution p(F ) to it. Given the prior distribution p(F ) and the conditional distribution p(y, x|F ) described above, the joint distribution of (F, Y, X) is