An Asymptotic Analysis of Generative, Discriminative, and Pseudolikelihood Estimators

Statistical and computational concerns have motivated parameter estimators based on various forms of likelihood, e.g., joint, conditional, and pseudolikelihood. In this paper, we present a unified fra