Hidden Markov Models


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Documentation for package `HiddenMarkov' version 1.1-2

User Guides and Package Vignettes

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Help Pages

backward Forward and Backward Probabilities
backward0.mmpp Markov Modulated Poisson Process - Obsolete Functions
Baum.Welch Discrete Time HMM - Obsolete Functions
Baum.Welch.mmpp Markov Modulated Poisson Process - Obsolete Functions
Baum.Welch0.mmpp Markov Modulated Poisson Process - Obsolete Functions
BaumWelch Estimate Parameters Using Baum-Welch Algorithm
bwcontrol Control Parameters for the Baum Welch Algorithm
changes Changes Made to the Package
compdelta Compute Marginal Distribution of Stationary Markov Chain
Demonstration Demonstration Examples
dthmm Discrete Time HMM Object
dthmm.obsolete Discrete Time HMM - Obsolete Functions
Estep E Step of EM Algorithm
Estep.mmpp Markov Modulated Poisson Process - 2nd Level Functions
Estep0.mmpp Markov Modulated Poisson Process - Obsolete Functions
forward Forward and Backward Probabilities
forward0.mmpp Markov Modulated Poisson Process - Obsolete Functions
forwardback Forward and Backward Probabilities
forwardback.mmpp Markov Modulated Poisson Process - 2nd Level Functions
logLik Log Likelihood of Hidden Markov Model
logLikmmpp Markov Modulated Poisson Process - Obsolete Functions
mchain Markov Chain Object
mmglm Markov Modulated GLM Object
mmpp Markov Modulated Poisson Process Object
mmpp.obsolete Markov Modulated Poisson Process - Obsolete Functions
Mstep M Step of EM Algorithm
Overview Overview of Package
probhmm Conditional Distribution Function
residuals Residuals of Hidden Markov Models
residualshmm Discrete Time HMM - Obsolete Functions
sim.hmm Discrete Time HMM - Obsolete Functions
sim.hmm1 Discrete Time HMM - Obsolete Functions
sim.markov Discrete Time HMM - Obsolete Functions
sim.mmpp Markov Modulated Poisson Process - Obsolete Functions
simulate Simulate Various HMM Processes
summary Summary Methods for Hidden Markov Model Objects
Viterbi Viterbi Algorithm for Hidden Markov Model Objects
Viterbihmm Discrete Time HMM - Obsolete Functions