Bayesian Variable Selection for Networks of Binary and/or Ordinal Variables


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Documentation for package ‘bgms’ version 0.1.0

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bgm Bayesian structure learning in Markov Random Fields of mixed binary and ordinal variables using MCMC.
bgm.em EM variable selection for a Markov Random Field model for ordinal variables.
mple Maximum Pseudolikelihood estimation for a Markov Random Field model for ordinal variables.
mppe Optimization of the Pseudoposterior for a Markov Random Field model for ordinal variables.
mrfSampler Sample states of the ordinal MRF
Wenchuan Post-traumatic stress disorder symptoms of Wenchuan earthquake survivors