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GenMarkov - MaRDI portal

GenMarkov (Q119116)

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Multivariate Markov Chains
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GenMarkov
Multivariate Markov Chains

    Statements

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    0.1.0
    8 November 2021
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    0.2.0
    19 December 2023
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    19 December 2023
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    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.
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    Identifiers

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