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.

Getting started

Package details

AuthorCarolina Vasconcelos [aut, cre], Bruno Damasio [aut]
MaintainerCarolina Vasconcelos <cvasconcelos@novaims.unl.pt>
LicenseGPL (>= 2)
Version0.2.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("GenMarkov")

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GenMarkov documentation built on April 3, 2025, 10:51 p.m.