Inference for High-Dimensional Mixture Transition Distribution Models

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Documentation for package ‘hdMTD’ version 0.1.2

• DESCRIPTION file.
• Package NEWS.

Help Pages

as.MTD	Coerce an EM fit to an MTD model
coef.MTD	Methods for objects of class '"MTD"'
coef.MTDest	Methods for objects of class '"MTDest"'
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"'
lags.hdMTD	Accessors for objects of classes '"MTD"', '"MTDest"', and '"hdMTD"'
lags.MTD	Accessors for objects of classes '"MTD"', '"MTDest"', and '"hdMTD"'
lags.MTDest	Accessors for objects of classes '"MTD"', '"MTDest"', and '"hdMTD"'
Lambda	Accessors for objects of classes '"MTD"', '"MTDest"', and '"hdMTD"'
Lambda.MTD	Accessors for objects of classes '"MTD"', '"MTDest"', and '"hdMTD"'
lambdas	Accessors for objects of classes '"MTD"', '"MTDest"', and '"hdMTD"'
lambdas.MTD	Accessors for objects of classes '"MTD"', '"MTDest"', and '"hdMTD"'
lambdas.MTDest	Accessors for objects of classes '"MTD"', '"MTDest"', and '"hdMTD"'
logLik.MTD	Methods for objects of class '"MTD"'
logLik.MTDest	Methods for objects of class '"MTDest"'
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"'
p0.MTD	Accessors for objects of classes '"MTD"', '"MTDest"', and '"hdMTD"'
p0.MTDest	Accessors for objects of classes '"MTD"', '"MTDest"', and '"hdMTD"'
perfectSample	Perfectly samples an MTD Markov chain
pj	Accessors for objects of classes '"MTD"', '"MTDest"', and '"hdMTD"'
pj.MTD	Accessors for objects of classes '"MTD"', '"MTDest"', and '"hdMTD"'
pj.MTDest	Accessors for objects of classes '"MTD"', '"MTDest"', and '"hdMTD"'
print.MTD	Methods for objects of class '"MTD"'
print.MTDest	Methods for objects of class '"MTDest"'
print.summary.MTD	Methods for objects of class '"MTD"'
print.summary.MTDest	Methods for objects of class '"MTDest"'
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"'
S.hdMTD	Accessors for objects of classes '"MTD"', '"MTDest"', and '"hdMTD"'
S.MTDest	Accessors for objects of classes '"MTD"', '"MTDest"', and '"hdMTD"'
states	Accessors for objects of classes '"MTD"', '"MTDest"', and '"hdMTD"'
states.MTD	Accessors for objects of classes '"MTD"', '"MTDest"', and '"hdMTD"'
states.MTDest	Accessors for objects of classes '"MTD"', '"MTDest"', and '"hdMTD"'
summary.MTD	Methods for objects of class '"MTD"'
summary.MTDest	Methods for objects of class '"MTDest"'
tempdata	Maximum temperatures in the city of Brasília, Brazil.
transitP	Accessors for objects of classes '"MTD"', '"MTDest"', and '"hdMTD"'
transitP.MTD	Accessors for objects of classes '"MTD"', '"MTDest"', and '"hdMTD"'