markovmix: Mixture of Markov Chains with Support of Higher Orders andMultiple 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 + fileLICENSE |
| URL: | https://github.com/zhuxr11/markovmix |
| NeedsCompilation: | yes |
| Materials: | README,NEWS |
| CRAN checks: | markovmix results |
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