Computational Aspects of Nonparametric Bayesian Analysis with Applications to the Modeling of Multiple Binary Sequences

Authors:
  • FQFernando A. Quintana
    Fernando A. Quintana
  • MNMichael A. Newton
    Michael A. Newton
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Abstract
We consider Markov mixture models for multiple longitudinal binary sequences. Prior uncertainty in the mixing distribution is characterized by a Dirichlet proce...