Variable Length Markov Chains with Covariates


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Documentation for package ‘mixvlmc’ version 0.1.1

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mixvlmc-package mixvlmc: Variable Length Markov Chains with Covariates
as_covlmc Convert an object to a Variable Length Markov Chain with covariates (coVLMC)
as_covlmc.tune_covlmc Convert an object to a Variable Length Markov Chain with covariates (coVLMC)
as_vlmc Convert an object to a Variable Length Markov Chain (VLMC)
as_vlmc.ctx_tree Convert an object to a Variable Length Markov Chain (VLMC)
as_vlmc.tune_vlmc Convert an object to a Variable Length Markov Chain (VLMC)
contexts Contexts of a context tree
contexts.covlmc Contexts of a VLMC with covariates
contexts.ctx_tree Contexts of a context tree
contexts.vlmc Contexts of a VLMC
context_number Number of contexts of a context tree
context_number.covlmc Contexts number of a VLMC with covariates
covlmc Fit a Variable Length Markov Chain with Covariates (coVLMC)
covlmc_control Control for coVLMC fitting
ctx_tree Build a context tree for a discrete time series
cutoff Cut off values for pruning the context tree of a VLMC
cutoff.covlmc Cutoff values for pruning the context tree of a VLMC with covariates
cutoff.vlmc Cut off values for pruning the context tree of a VLMC
depth Depth of a context tree
draw Text based representation of a context tree
draw.covlmc Text based representation of a covlmc model
draw.ctx_tree Text based representation of a context tree
draw.vlmc Text based representation of a vlmc
draw_control Control parameters for 'draw'
globalearthquake Significant Earthquake Dataset
is_covlmc Test if the object is a covlmc model
is_ctx_tree Test if the object is a context tree
is_vlmc Test if the object is a vlmc model
loglikelihood Log-Likelihood of a VLMC
loglikelihood.covlmc Log-Likelihood of a VLMC with covariates
loglikelihood.vlmc Log-Likelihood of a VLMC
metrics Predictive quality metrics for context based models
metrics.covlmc Predictive quality metrics for VLMC with covariates
metrics.vlmc Predictive quality metrics for VLMC
mixvlmc mixvlmc: Variable Length Markov Chains with Covariates
powerconsumption Individual household electric power consumption
print.metrics.covlmc Predictive quality metrics for VLMC with covariates
print.metrics.vlmc Predictive quality metrics for VLMC
prune Prune a Variable Length Markov Chain (VLMC)
prune.covlmc Prune a Variable Length Markov Chain with covariates
prune.vlmc Prune a Variable Length Markov Chain (VLMC)
simulate.covlmc Simulate a discrete time series for a covlmc
simulate.vlmc Simulate a discrete time series for a vlmc
states State space of a context tree
trim Trim a context tree
trim.covlmc Trim a COVLMC
trim.vlmc Trim a context tree
tune_covlmc Fit an optimal Variable Length Markov Chain with Covariates (coVLMC)
tune_vlmc Fit an optimal Variable Length Markov Chain (VLMC)
vlmc Fit a Variable Length Markov Chain (VLMC)