CRAN/E | mixvlmc

mixvlmc

Variable Length Markov Chains with Covariates

Installation

About

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.

github.com/fabrice-rossi/mixvlmc
fabrice-rossi.github.io/mixvlmc/
Bug report File report

Key Metrics

Version 0.2.1
R ≥ 2.10
Published 2023-10-31 183 days ago
Needs compilation? yes
License GPL (≥ 3)
CRAN checks mixvlmc results

Downloads

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Maintainer

Maintainer

Fabrice Rossi

Fabrice.Rossi@apiacoa.org

Authors

Fabrice Rossi

aut / cre / cph

Hugo Le Picard

ctb

Guénolé Joubioux

ctb

Material

README
NEWS
Reference manual
Package source

Vignettes

Context trees
Variable Length Markov Chains with Covariates (COVLMC)
Likelihood calculation
Predicting with (CO)VLMC
Sampling from (CO)VLMC
Variable length Markov chains (VLMC)

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

mixvlmc archive

Depends

R ≥ 2.10

Imports

assertthat
butcher
ggplot2
methods
nnet
pROC
Rcpp ≥1.0.8.3
rlang
stats
stringr
VGAM
withr

Suggests

data.table
foreach
geodist
knitr
rmarkdown
testthat ≥3.0.0
tibble
vdiffr
waldo

LinkingTo

Rcpp