R: Inference for High-Dimensional Mixture Transition Distribution Models

# Inference for High-Dimensional Mixture Transition Distribution Models

## Documentation for package ‘hdMTD’ version 0.1.4

- DESCRIPTION file
- Package NEWS

## Help Pages

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/or '"hdMTD"'
Lambda | Accessors for objects of classes '"MTD"', '"MTDest"', and/or '"hdMTD"'
lambdas | Accessors for objects of classes '"MTD"', '"MTDest"', and/or '"hdMTD"'
MTD-accessors | Accessors for objects of classes '"MTD"', '"MTDest"', and/or '"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/or '"hdMTD"'
perfectSample | Perfectly samples an MTD Markov chain
pj | Accessors for objects of classes '"MTD"', '"MTDest"', and/or '"hdMTD"'
plot.MTD | Plot method for MTD objects
plot.MTDest | Plot method for MTDest objects
probs | Predictive probabilities for MTD / MTDest
S | Accessors for objects of classes '"MTD"', '"MTDest"', and/or '"hdMTD"'
states | Accessors for objects of classes '"MTD"', '"MTDest"', and/or '"hdMTD"'
tempdata | Maximum temperatures in the city of Brasília, Brazil.
transitP | Accessors for objects of classes '"MTD"', '"MTDest"', and/or '"hdMTD"'