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markovmix
View on CRAN: Click
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Download and install markovmix package within the R console
Install from CRAN:
install.packages("markovmix")
Install from Github:
library("remotes")
install_github("cran/markovmix")
Install by package version:
library("remotes")
install_version("markovmix", "0.1.3")
Attach the package and use:
library("markovmix")
Maintained by
Xiurui Zhu
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-04-24
Latest Update: 2023-12-02
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.
How to cite:
Xiurui Zhu (2023). markovmix: Mixture of Markov Chains with Support of Higher Orders and Multiple Sequences. R package version 0.1.3, https://cran.r-project.org/web/packages/markovmix
Previous versions and publish date:
Other packages that cited markovmix R package
View markovmix citation profile
Other R packages that markovmix depends,
imports, suggests or enhances
Functions, R codes and Examples using
the markovmix R package
Some associated functions: Extract.MarkovMix . MarkovMix-class . fit_markov_mix . get_counts . get_order . get_prior . get_prob . get_states . get_states_mat . markov_mix_ex . markovmix-package . predict.MarkovMix . print.MarkovMix . restate .
Some associated R codes: RcppExports.R . data.R . markov_mix.R . markov_mix_utils.R . markovmix-package.R . utils.R . Full markovmix package functions and examples
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