Convergence of partial posteriors’ mean of $sigma$ as a function of sub-sample size for Bardenet’s log-Gaussian model. We randomly sub-sample $n_t$ data from the dataset and run MCMC to estimate $sigma$, whose true value is $sigma=sqrt{2}$. Error bars are 95% over 150 trials.