Package: GenMarkov 0.2.1

Carolina Vasconcelos

GenMarkov: Multivariate Markov Chains

Provides routines to estimate the Mixture Transition Distribution Model based on Raftery (1985) <http://www.jstor.org/stable/2345788> and Nicolau (2014) <doi:10.1111/sjos.12087> specifications, for multivariate data. Additionally, provides a function for the estimation of a new model for multivariate non-homogeneous Markov chains. This new specification, Generalized Multivariate Markov Chains (GMMC) was proposed by Carolina Vasconcelos and Bruno Damasio and considers (continuous or discrete) covariates exogenous to the Markov chain.

Authors:Carolina Vasconcelos [aut, cre], Bruno Damasio [aut]

GenMarkov_0.2.1.tar.gz
GenMarkov_0.2.1.tar.gz(r-4.5-noble)GenMarkov_0.2.1.tar.gz(r-4.4-noble)
GenMarkov_0.2.1.tgz(r-4.4-emscripten)GenMarkov_0.2.1.tgz(r-4.3-emscripten)
GenMarkov.pdf |GenMarkov.html✨
GenMarkov/json (API)

# Install 'GenMarkov' in R:
install.packages('GenMarkov', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))
Datasets:

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 223 downloads 4 exports 74 dependencies

Last updated 20 days agofrom:533ff98857. Checks:3 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 05 2025
R-4.5-linuxOKMar 05 2025
R-4.4-linuxOKMar 05 2025

Exports:MMC_tpmmmcxmulti.mtdmulti.mtd_probit

Dependencies:alabamabackportsbase64encbslibcachemcheckmatecliclustercolorspacedata.tabledigestevaluatefansifarverfastDummiesfastmapfontawesomeforeignFormulafsgenericsggplot2gluegridExtragtablehighrHmischtmlTablehtmltoolshtmlwidgetsisobandjquerylibjsonliteknitrlabelinglatticelifecyclemagrittrMASSMatrixmatrixcalcmaxLikmemoisemgcvmimemiscToolsmunsellnlmennetnumDerivpillarpkgconfigR6rappdirsRColorBrewerrlangrmarkdownrpartrstudioapisandwichsassscalesstringistringrtibbletinytexutf8vctrsviridisviridisLitewithrxfunyamlzoo