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


[Up] [Top]

Documentation for package ‘bgms’ version 0.1.2

Help Pages

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 an Ordinal Markov Random Field Model
mppe Optimize Pseudoposterior for an Ordinal Markov Random Field Model
mrfSampler Sample states of the ordinal MRF
Wenchuan Post-traumatic stress disorder symptoms of Wenchuan earthquake survivors