1 citations · 1 across the 2 of their papers we have counts for
2 papers
stat.ME2015
Prior specification of neighbourhood and interaction structure in binary Markov random fields
Petter Arnesen, Håkon Tjelmeland
In this paper we propose a prior distribution for the clique set and dependence structure of binary Markov random fields (MRFs). In the formulation we allow both pairwise and highe…
stat.ME2015★ 1 cited
Fully Bayesian binary Markov random field models: Prior specification and posterior simulation
Petter Arnesen, Håkon Tjelmeland
We propose a flexible prior model for the parameters of binary Markov random fields (MRF) defined on rectangular lattices and with maximal cliques defined from a template maximal c…