markovmix: Mixture of Markov Chains with Support of Higher Orders and Multiple Sequences (original) (raw)
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 |
| URL: | https://github.com/zhuxr11/markovmix |
| NeedsCompilation: | yes |
| Materials: | README NEWS |
| CRAN checks: | markovmix results |
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