# Variable Length Markov Chains with Covariates

## Documentation for package ‘mixvlmc’ version 0.1.1

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

## Help Pages

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)