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markovmix

Mixture of Markov Chains with Support of Higher Orders and Multiple Sequences

v0.1.3 · Dec 2, 2023 · MIT + file LICENSE

Description

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.

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OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

Dependency Network

Dependencies Reverse dependencies dplyr forcats pillar purrr Rcpp rlang tibble tidyr markovmix

Version History

new 0.1.3 Mar 9, 2026