Inference for Hidden Markov and Semi-Markov Models
Adds a bar representing state sequence.
Emission ensity function for a multivariate normal emission distributi...
Emission density function for normal emission distribution
Emission density function for Poisson emission distribution
Parameter estimation for the Gamma distribution
fit a hidden Markov model
Specificatin of HMMs
fit a hidden semi-Markov model
Hidden semi-Markov model specification
Performs re-estimation (the M-step) for a multivariate normal emission...
Performs re-estimation (the M-step) for a normal emission distribution
Performs re-estimation (the M-step) for a Poisson emission distributio...
Plot function for hsmm data
Plot function for hsmms
Prediction function for hmm
Prediction function for hmmspec
Prediction for hsmms
Prediction for hsmmspec
Print method for hmm objects
Print function for hmmspec
Print function for hsmmspec
Observed lengths of post-partum anoestrus for 73 dairy cows
Random number generation from a multivariate normal distributed emissi...
Random number generation from a normally distributed emission distribu...
Random number generation from a Poisson distributed emission distribut...
Markov chain simulation
Simulation of hidden Markov models
Simulation for HSMMs
Smoothing a discrete time series.
Summary method for hmm objects
Summary function for hsmm
Parameter estimation and prediction for hidden Markov and semi-Markov models for data with multiple observation sequences. Suitable for equidistant time series data, with multivariate and/or missing data. Allows user defined emission distributions.