Inference for High-Dimensional Mixture Transition Distribution Models

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Documentation for package ‘hdMTD’ version 0.1.3

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as.MTD Coerce an EM fit to an MTD model
countsTab Counts sequences of length d+1 in a sample
dTV_sample The total variation distance between distributions
empirical_probs Estimated transition probabilities
freqTab A tibble containing sample sequence frequencies and estimated probabilities
hdMTD Inference in MTD models
hdMTD-methods Methods for objects of class '"hdMTD"'
hdMTD_BIC The Bayesian Information Criterion (BIC) method for inference in MTD models
hdMTD_CUT The CUT method for inference in MTD models
hdMTD_FS The Forward Stepwise (FS) method for inference in MTD models
hdMTD_FSC Forward Stepwise and Cut method for inference in MTD models
lags Accessors for objects of classes '"MTD"', '"MTDest"', and '"hdMTD"'
Lambda Accessors for objects of classes '"MTD"', '"MTDest"', and '"hdMTD"'
lambdas Accessors for objects of classes '"MTD"', '"MTDest"', and '"hdMTD"'
MTD-accessors Accessors for objects of classes '"MTD"', '"MTDest"', and '"hdMTD"'
MTD-methods Methods for objects of class '"MTD"'
MTDest EM estimation of MTD parameters
MTDest-methods Methods for objects of class '"MTDest"'
MTDmodel Creates a Mixture Transition Distribution (MTD) Model
oscillation Oscillations of an MTD Markov chain
oscillation.default Oscillations of an MTD Markov chain
oscillation.MTD Oscillations of an MTD Markov chain
p0 Accessors for objects of classes '"MTD"', '"MTDest"', and '"hdMTD"'
perfectSample Perfectly samples an MTD Markov chain
perfectSample.MTD Perfectly samples an MTD Markov chain
pj Accessors for objects of classes '"MTD"', '"MTDest"', and '"hdMTD"'
plot.MTD Plot method for MTD objects
plot.MTDest Plot method for MTDest objects
probs Predictive probabilities for MTD / MTDest
probs.MTD Predictive probabilities for MTD / MTDest
probs.MTDest Predictive probabilities for MTD / MTDest
S Accessors for objects of classes '"MTD"', '"MTDest"', and '"hdMTD"'
states Accessors for objects of classes '"MTD"', '"MTDest"', and '"hdMTD"'
tempdata Maximum temperatures in the city of Brasília, Brazil.
transitP Accessors for objects of classes '"MTD"', '"MTDest"', and '"hdMTD"'