MCMC

Markov Chain Monte Carlo

A talk on MCMC under the aegis of Special Interest Group in Machine Learning ([SIGML](https://www.cse.iitk.ac.in/users/sigml/)).

Estimating Monte Carlo variance from multiple Markov chains

We propose a multivariate replicated batch means (RBM) estimator that utilizes information across multiple chains in order to estimate the asymptotic covariance matrix.