Mixture Hidden Markov Models for Social Sequence Data and Other Multivariate, Multichannel Categorical Time Series

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Documentation for package ‘seqHMM’ version 1.2.6

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

alphabet	Imported Functions from 'TraMineR'
biofam3c	Three-channel biofam data
build_hmm	Build a Hidden Markov Model
build_lcm	Build a Latent Class Model
build_mhmm	Build a Mixture Hidden Markov Model
build_mm	Build a Markov Model
build_mmm	Build a Mixture Markov Model
cluster_names	Get cluster names from mhmm object
cluster_names<-	Set cluster names for mhmm object
colorpalette	Color palettes
estimate_coef	Estimate Regression Coefficients of Mixture Hidden Markov Models
fit_hmm	Deprecated function(s) in the seqHMM package
fit_mhmm	Deprecated function(s) in the seqHMM package
fit_model	Estimate Parameters of (Mixture) Hidden Markov Models and Their Restricted Variants
forward_backward	Forward and Backward Probabilities for Hidden Markov Model
gridplot	Plot Multidimensional Sequence Plots in a Grid
hidden_paths	Most Probable Paths of Hidden States
hmm_biofam	Hidden Markov model for the biofam data
hmm_mvad	Hidden Markov model for the mvad data
logLik.hmm	Log-likelihood of the Hidden Markov Model
logLik.mhmm	Log-likelihood of the Mixture Hidden Markov Model
mc_to_sc	Transform a Multichannel Hidden Markov Model into a Single Channel Representation
mc_to_sc_data	Merge Multiple Sequence Objects into One (from Multichannel to Single Channel Data)
mhmm_biofam	Mixture hidden Markov model for the biofam data
mhmm_mvad	Mixture hidden Markov model for the mvad data
mssplot	Interactive Stacked Plots of Multichannel Sequences and/or Most Probable Paths for Mixture Hidden Markov Models
plot.hmm	Plot hidden Markov models
plot.mhmm	Interactive Plotting for Mixed Hidden Markov Model (mhmm)
plot.ssp	Stack Multichannel Sequence Plots and/or Most Probable Paths Plots from Hidden Markov Models
plot_colors	Plot Colorpalettes
posterior_probs	Posterior Probabilities for (Mixture) Hidden Markov Models
print.hmm	Print Method for a Hidden Markov Model
print.mhmm	Print Method for a Hidden Markov Model
print.summary.mhmm	Print Method for a Hidden Markov Model
separate_mhmm	Reorganize a mixture hidden Markov model to a list of separate hidden Markov models (covariates ignored)
seqdef	Imported Functions from 'TraMineR'
seqHMM	The seqHMM package
seqHMM-deprecated	Deprecated function(s) in the seqHMM package
seqstatf	Imported Functions from 'TraMineR'
simulate_emission_probs	Simulate Parameters of Hidden Markov Models
simulate_hmm	Simulate hidden Markov models
simulate_initial_probs	Simulate Parameters of Hidden Markov Models
simulate_mhmm	Simulate Mixture Hidden Markov Models
simulate_transition_probs	Simulate Parameters of Hidden Markov Models
ssp	Define Arguments for Plotting Multichannel Sequences and/or Most Probable Paths from Hidden Markov Models
ssplot	Stacked Plots of Multichannel Sequences and/or Most Probable Paths from Hidden Markov Models
state_names	Get state names from hmm or mhmm object
state_names<-	Set state names for hmm or mhmm object
summary.mhmm	Summary method for mixture hidden Markov models
trim_hmm	Deprecated function(s) in the seqHMM package
trim_model	Trim Small Probabilities of Hidden Markov Model
vcov.mhmm	Variance-Covariance Matrix for Coefficients of Covariates of Mixture Hidden Markov Model