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Showing 1 to 2 of 2 for “"Longitudinal discrete data"”.

  1. Multilevel Latent Markov Models for Nested Longitudinal Discrete Data

    Multilevel longitudinal data are clustered both structurally and temporally. The hierarchically nested structure induces between-subject dependency because individuals in the same unit may share something in common. The longitudinal aspect of data induces within-subject dependency because …

    uiuc Repository record for Multilevel Latent Markov Models for Nested Longitudinal Discrete Data (opens in a new tab)

  2. D-Vine Pair-Copula Models for Longitudinal Binary Data

    <p>Dependent longitudinal binary data are prevalent in a wide range of scientific disciplines, including healthcare and medicine. A popular method for analyzing such data is the multivariate probit (MP) model. The motivation for this dissertation stems from the fact that the MP model fails even the …

    odu Repository record for D-Vine Pair-Copula Models for Longitudinal Binary Data (opens in a new tab)