HMM: HMM - Hidden Markov Models

Easy to use library to setup, apply and make inference with discrete time and discrete space Hidden Markov Models

Author
Scientific Software Development - Dr. Lin Himmelmann, www.linhi.com
Date of publication
2010-01-10 08:04:29
Maintainer
Lin Himmelmann <hmm@linhi.com>
License
GPL (>= 2)
Version
1.0

View on CRAN

Man pages

backward
Computes the backward probabilities
baumWelch
Inferring the parameters of a Hidden Markov Model via the...
dishonestCasino
Example application for Hidden Markov Models
forward
Computes the forward probabilities
HMM
HMM - Hidden Markov Models
initHMM
Initialisation of HMM's
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...

Files in this package

HMM
HMM/DESCRIPTION
HMM/man
HMM/man/backward.Rd
HMM/man/baumWelch.Rd
HMM/man/dishonestCasino.Rd
HMM/man/forward.Rd
HMM/man/HMM.Rd
HMM/man/initHMM.Rd
HMM/man/posterior.Rd
HMM/man/simHMM.Rd
HMM/man/viterbi.Rd
HMM/man/viterbiTraining.Rd
HMM/NAMESPACE
HMM/R
HMM/R/HMM.r