| contHMM-class {tileHMM} | R Documentation |
Class for HMMs with continuous emission distributions.
Objects can be created by calls of the form new("contHMM", transition, emission, init).
For the special case of t distributions objects of this class can be created more
conveniently by a call to getHMM. The function hmm.setup provides facilities to
create "contHMM" objects with initial parameter estimates obtained from data.
transition.matrix:"matrix", storing the transition probabilities of the Markov chain.emission:"list" containing objects of class "contDist" to represent emission distributions for each state.init:"numeric". The initial state distribution of the Markov chain.
Class "hmm", directly.
signature(hmm = "contHMM", size = "numeric"): Sample observation sequence of length size from model Peter Humburg
contDist, tDist,hmm,
initialize, sampleSeq,
baumWelch, viterbiTraining, viterbi,
forward, backward, states
showClass("contHMM")