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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.
Getting started
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Package details |
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| Author | Xiurui Zhu [aut, cre] |
| Maintainer | Xiurui Zhu <zxr6@163.com> |
| License | MIT + file LICENSE |
| Version | 0.1.3 |
| URL | https://github.com/zhuxr11/markovmix |
| Package repository | View on CRAN |
| Installation |
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