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")