Hidden Markov Models


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Documentation for package ‘HMM’ version 1.0.1

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backward Computes the backward probabilities
baumWelch Inferring the parameters of a Hidden Markov Model via the Baum-Welch algorithm
dishonestCasino Example application for Hidden Markov Models
forward Computes the forward probabilities
HMM HMM - Hidden Markov Models
initHMM Initialisation of HMMs
posterior Computes the posterior probabilities for the states
simHMM Simulate states and observations for a Hidden Markov Model
viterbi Computes the most probable path of states
viterbiTraining Inferring the parameters of a Hidden Markov Model via Viterbi-training