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: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=markovmix to link to this page.
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