Inference for High-Dimensional Mixture Transition Distribution Models

Documentation for package ‘hdMTD’ version 0.1.0

checkSample	Checks a sample
countsTab	Counts sequences of length d+1 in a sample
dTV_sample	The total variation distance between distributions
freqTab	A tibble containing sample sequence frequencies and estimated probabilities
hdMTD	Inference in MTD models
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
MTDest	EM estimation of MTD parameters
MTDmodel	Creates a Mixture Transition Distribution (MTD) Model
oscillation	Oscillations of an MTD Markov chain
perfectSample	Perfectly samples an MTD Markov chain
probs	Estimated transition probabilities
raindata	Rain data set for the city of Canberra, Australia
sleepscoring	Data with sleeping patterns
tempdata	Maximum temperatures in the city of Brasília, Brazil.
testChains	MTD samples for tests