Parameter estimation and prediction for multiple hidden Markov and semi-Markov models


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Documentation for package ‘mhsmm’ version 0.1.0

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dnorm.hsmm Emission ensity function for normal emission distribution
gammafit Parameter estimation for the Gamma distribution
hmm hidden Markov model
hmmspec Specificatin of HMMs
hsmm hidden semi-Markov model
hsmmspec Hidden semi-Markov model specification
mstep.norm Performs re-estimation (the M-step) for a normal emission distribution
plot.hsmm Plot function for hsmms
plot.hsmm.data Plot function for hsmm data
predict.hmm Prediction function for hmm
predict.hsmm Prediction for hsmms
print.hmm Print method for hmm objects
print.hmmspec Print function for hmmspec
reproai Artificial insemination times for seven cows
reprocows Reproductive data from seven dairy reprocows
reproppa Observed lengths of post-partum anoestrus for 73 dairy cows
rnorm.hsmm Random number generation from a normally distributed emission distribution
sim.mc Markov chain simulation
simulate.hmmspec Simulation of hidden Markov models
simulate.hsmmspec Simulation for HSMMs
summary.hmm Summary method for hmm objects
summary.hsmm Summary function for hsmm