Multilevel Hidden Markov Models Using Bayesian Estimation


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Documentation for package ‘mHMMbayes’ version 0.1.1

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mHMMbayes-package mHMMbayes: multilevel hidden Markov models using Bayesian estimation.
mHMM Multilevel hidden Markov model using Bayesian estimation
mHMMbayes mHMMbayes: multilevel hidden Markov models using Bayesian estimation.
nonverbal Nonverbal communication of patients and therapist
nonverbal_cov Predictors of nonverbal communication
obtain_emiss Obtain the emission distribution probabilities for a fitted multilevel HMM
obtain_gamma Obtain the transition probabilities gamma for a fitted multilevel HMM
plot.mHMM Plotting the posterior densities for a fitted multilevel HMM
plot.mHMM_gamma Plotting the transition probabilities gamma for a fitted multilevel HMM
sim_mHMM Simulate data using a multilevel hidden Markov model
vit_mHMM Obtain hidden state sequence for each subject using the Viterbi algorithm