Consistent inference of a general model using the pseudo-likelihood method

Alexander Mozeika, Onur Dikmen, Joonas Piili

Recently maximum pseudo-likelihood (MPL) inference method has been successfully applied to statistical physics models with intractable likelihoods. We use information theory to der…