Harmonic mean estimator of Bayesian model evidence

Given posterior draws ${\theta }_i$, the harmonic mean estimator isAlthough the average inside brackets estimates $Z^{-1}$, its variance is often infinite because reciprocal likelihoods grow rapidly in the posterior tails.