markovmix: Mixture of Markov Chains with Support of Higher Orders and Multiple Sequences

Fit mixture of Markov chains of higher orders from multiple sequences. It is also compatible with ordinary 1-component, 1-order or single-sequence Markov chains. Various utility functions are provided to derive transition patterns, transition probabilities per component and component priors. In addition, print(), predict() and component extracting/replacing methods are also defined as a convention of mixture models.

Version:	0.1.3
Depends:	R (≥ 3.5.0)
Imports:	dplyr (≥ 1.0.8), forcats (≥ 1.0.0), pillar (≥ 1.9.0), purrr (≥ 0.3.4), Rcpp, rlang (≥ 1.1.0), tibble (≥ 3.1.6), tidyr (≥ 1.2.0)
LinkingTo:	Rcpp
Suggests:	bench (≥ 1.1.2), covr, ggplot2 (≥ 3.4.2), testthat (≥ 3.1.7)
Published:	2023-12-02
DOI:	10.32614/CRAN.package.markovmix
Author:	Xiurui Zhu [aut, cre]
Maintainer:	Xiurui Zhu <zxr6 at 163.com>
BugReports:	https://github.com/zhuxr11/markovmix/issues
License:	MIT + file LICENSE
URL:	https://github.com/zhuxr11/markovmix
NeedsCompilation:	yes
Materials:	README NEWS
CRAN checks:	markovmix results

Documentation:

Reference manual:

markovmix.pdf

Downloads:

Package source:	markovmix_0.1.3.tar.gz
Windows binaries:	r-devel: markovmix_0.1.3.zip, r-release: markovmix_0.1.3.zip, r-oldrel: markovmix_0.1.3.zip
macOS binaries:	r-release (arm64): markovmix_0.1.3.tgz, r-oldrel (arm64): markovmix_0.1.3.tgz, r-release (x86_64): markovmix_0.1.3.tgz, r-oldrel (x86_64): markovmix_0.1.3.tgz
Old sources:	markovmix archive

Linking:

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