1 citations · 1 across the 3 of their papers we have counts for
3 papers
stat.ME2015
Bayesian Detection of Changepoints in Finite-State Markov Chains for Multiple Sequences
Petter Arnesen, Tracy Holsclaw, Padhraic Smyth
We consider the analysis of sets of categorical sequences consisting of piecewise homogeneous Markov segments. The sequences are assumed to be governed by a common underlying proce…
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…