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march (version 3.3.2)

Markov Chains

Description

Computation of various Markovian models for categorical data including homogeneous Markov chains of any order, MTD models, Hidden Markov models, and Double Chain Markov Models.

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Version

Install

install.packages('march')

Monthly Downloads

187

Version

3.3.2

License

GPL-2

Maintainer

Andre Berchtold

Last Published

November 26th, 2020

Functions in march (3.3.2)

march.BIC

Compute Bayesian Information Criterion (BIC).
march.Mtd-class

A Mixture Transition Distribution (MTD) model.
march-package

Computation of Markovian models for categorical data
march.Dataset-class

Dataset for march package.
Employment.2

Employment status in two categories (march dataset format)
march.Mc-class

A Markov chain of order >= 1.
march.Model-class

A basic and virtual march model.
march.AIC

Compute Akaike Information Criterion (AIC). The AIC (Akaike Information Criterion) is computed for a given march.Model-class according to the data used during construction.
march.mc.bailey

Bailey Confidence Intervals for a Markov chain.
march.mc.construct

Construct an homogeneous Markov Chain.
march.read

Load a march.Model.
march.summary

march.Model Summary.
march.dataset.loadFromFile

Load a dataset from a file.
march.mtd.thompson

Thompson Confidence Intervals for a MTD model.
march.indep.thompson

Thompson Confidence Intervals for an Independence model.
march.mtd.construct

Construct a Mixture Transition Distribution (MTD) model.
sleep_df

Sleep disorders (data frame format)
march.indep.construct

Construct an independence model (zero-order Markov chain).
sleep

Sleep disorders (march dataset format)
march.dataset.loadFromDataFrame

Construct a dataset from a data.frame or a matrix.
march.Indep-class

An independence model.
march.Dcmm-class

A Double Chain Markov Model (DCMM).
march.dataset.h.extractSequence

Extract a sequence from a dataset.
march.write

Save a march.Model
pewee

Song of the Wood Pewee (march dataset format)
march.mtd.bailey

Bailey Confidence Intervals for a MTD model.
march.mc.thompson

Thompson Confidence Intervals for a Markov chain model.
march.dcmm.viterbi

Viterbi algorithm for a DCMM model.
march.dcmm.construct

Construct a double chain Markov model (DCMM).
march.indep.bailey

Bailey Confidence Intervals for an Independence model.
pewee_df

Song of the Wood Pewee (data frame format)
pewee_t

Song of the Wood Pewee (text format)