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 |
| Reference manual: | markovmix.html , markovmix.pdf |
| 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 |
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