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04/12/2022
Sparse Interaction Neighborhood Selection for Markov Random Fields via Reversible Jump and Pseudoposteriors
We consider the problem of estimating the interacting neighborhood of a ...
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10/14/2021
Detecting Renewal States in Chains of Variable Length via Intrinsic Bayes Factors
Markov chains with variable length are useful parsimonious stochastic mo...
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05/30/2020
Inference tools for Markov Random Fields on lattices: The R package mrf2d
Markov random fields on two-dimensional lattices are behind many image a...
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05/30/2020