Estimates Variable Length Markov Chains (VLMC) models and VLMC with covariates models from discrete sequences. Supports model selection via information criteria and simulation of new sequences from an estimated model. See Bühlmann, P. and Wyner, A. J. (1999) <doi:10.1214/aos/1018031204> for VLMC and Zanin Zambom, A., Kim, S. and Lopes Garcia, N. (2022) <doi:10.1111/jtsa.12615> for VLMC with covariates.
Version: 0.2.2 Depends: R (≥ 2.10) Imports: assertthat, butcher, ggplot2, methods, nnet, pROC, Rcpp (≥ 1.0.8.3), rlang, stats, stringr, VGAM, withr LinkingTo: Rcpp Suggests: data.table, foreach, geodist, knitr, rmarkdown, testthat (≥ 3.0.0), tibble, vdiffr, waldo Published: 2025-05-26 DOI: 10.32614/CRAN.package.mixvlmc Author: Fabrice Rossi [aut, cre, cph], Hugo Le Picard [ctb], Guénolé Joubioux [ctb] Maintainer: Fabrice Rossi <Fabrice.Rossi at apiacoa.org> BugReports: https://github.com/fabrice-rossi/mixvlmc/issues License: GPL (≥ 3) URL: https://github.com/fabrice-rossi/mixvlmc, https://fabrice-rossi.github.io/mixvlmc/ NeedsCompilation: yes Materials: README, NEWS CRAN checks: mixvlmc results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=mixvlmc to link to this page.
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