hmmspec {mhsmm}R Documentation

Specificatin of HMMs

Description

Creates a model specficiation for a hidden Markov model

Usage

hmmspec(init, trans, emission, r = rnorm.hsmm, f = dnorm.hsmm)

Arguments

init Distribution of states at t=1 ie. P(S=s) at t=1
trans The transition matrix of the Markov chain
emission A list containing the parameters of the emission distribution
r The function used to generate observations from the emission distribution
f Density function of the emission distribution.

Value

A hmmspec object

Author(s)

Jared O'Connell

References

Rabiner, L. (1989), A tutorial on hidden Markov models and selected applications in speech recognition, Proceedings of the IEEE, 77, 257-286.

See Also

simulate.hmmspec, simulate.hmm, hmm, predict.hmm


[Package mhsmm version 0.1.0 Index]