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DESCRIPTION
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Package: markovmix
Title: Mixture of Markov Chains with Support of Higher Orders and Multiple
Sequences
Version: 0.1.3
Authors@R:
person(given = "Xiurui",
family = "Zhu",
role = c("aut", "cre"),
email = "[email protected]",
comment = NULL)
Maintainer: Xiurui Zhu <[email protected]>
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.
License: MIT + file LICENSE
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)
Suggests:
bench (>= 1.1.2),
covr,
ggplot2 (>= 3.4.2),
testthat (>= 3.1.7)
LinkingTo:
Rcpp
Config/testthat/edition: 3
Encoding: UTF-8
LazyData: true
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.2.3
Collate:
'RcppExports.R'
'data.R'
'utils.R'
'markov_mix_utils.R'
'markov_mix.R'
'markovmix-package.R'
URL: https://github.com/zhuxr11/markovmix
BugReports: https://github.com/zhuxr11/markovmix/issues