Package: markovmix 0.1.3
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.
Authors:
markovmix_0.1.3.tar.gz
markovmix_0.1.3.zip(r-4.7-x86_64)markovmix_0.1.3.zip(r-4.7-arm64)markovmix_0.1.3.zip(r-4.6-x86_64)markovmix_0.1.3.zip(r-4.6-arm64)markovmix_0.1.3.zip(r-4.5-x86_64)
markovmix_0.1.3.tgz(r-4.6-x86_64)markovmix_0.1.3.tgz(r-4.6-arm64)markovmix_0.1.3.tgz(r-4.5-x86_64)markovmix_0.1.3.tgz(r-4.5-arm64)
markovmix_0.1.3.tar.gz(r-4.7-arm64)markovmix_0.1.3.tar.gz(r-4.7-x86_64)markovmix_0.1.3.tar.gz(r-4.6-arm64)markovmix_0.1.3.tar.gz(r-4.6-x86_64)
markovmix_0.1.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
markovmix/json (API)
| # Install 'markovmix' in R: |
| install.packages('markovmix', repos = c('https://zhuxr11.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/zhuxr11/markovmix/issues
- markov_mix_ex - Mixture of Markov chain example
Last updated from:be31e6cef3. Checks:15 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 94 | ||
| linux-devel-x86_64 | OK | 112 | ||
| source / vignettes | OK | 166 | ||
| linux-release-arm64 | OK | 91 | ||
| linux-release-x86_64 | OK | 115 | ||
| macos-release-arm64 | OK | 102 | ||
| macos-release-x86_64 | OK | 324 | ||
| macos-oldrel-arm64 | OK | 104 | ||
| macos-oldrel-x86_64 | OK | 265 | ||
| windows-devel-arm64 | OK | 209 | ||
| windows-devel-x86_64 | OK | 130 | ||
| windows-release-arm64 | OK | 188 | ||
| windows-release-x86_64 | OK | 95 | ||
| windows-oldrel-x86_64 | OK | 89 | ||
| wasm-release | OK | 98 |
Exports:fit_markov_mixget_countsget_orderget_priorget_probget_statesget_states_matrestate
Dependencies:clicpp11dplyrforcatsgenericsgluelifecyclemagrittrpillarpkgconfigpurrrR6Rcpprlangstringistringrtibbletidyrtidyselectutf8vctrswithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| markovmix package | markovmix-package |
| Extract or replace components of MarkovMix object | Extract.MarkovMix [.MarkovMix [<-.MarkovMix `[.MarkovMix` `[<-.MarkovMix` |
| Fit mixture of Markov chains | fit_markov_mix |
| Get transition pattern counts from MarkovFit object | get_counts |
| Get the order of Markov chains | get_order |
| Get component priors from MarkovFit object | get_prior |
| Get probability matrix from MarkovFit object | get_prob |
| Get the states of Markov chains | get_states |
| Get state transition patterns from MarkovFit object | get_states_mat |
| Mixture of Markov chain example | markov_mix_ex |
| MarkovMix class | MarkovMix MarkovMix-class |
| Predict probabilities with MarkovMix object and new sequence list | predict.MarkovMix |
| Print MarkovMix object | print.MarkovMix |
| Reorganize states in MarkovMix object | restate |