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) 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.


Reference manual

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install.packages("GenMarkov")

0.2.1 by Carolina Vasconcelos, 2 years ago


Browse source code at https://github.com/cran/GenMarkov


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


Documentation:   PDF Manual  


GPL (>= 2) license


Imports alabama, fastDummies, Hmisc, matrixcalc, maxLik, nnet, stats


See at CRAN