Conditional independence between Markov random fields
Jesús Enrique García, Verónica Andrea González-López, M. L. Lanfredi Viola · AIP conference proceedings · 2022
In this paper, we propose to use the pseudo-Bayesian information criterion (PIC), created by [1] to investigate the conditional independence between Markov random fields. The methodology is based on the work of [2] in which the Bayesian information criterion (BIC) was used for investigating the conditional independence between Markov processes.