Browse Dissertations and Theses - Statistics by Subject "Dirichlet Process"

  • Xu, Jianfeng (2011-05-25)
    The latent class model (LCM) is a statistical method that introduces a set of latent categorical variables. The main advantage of LCM is that conditional on latent variables, the manifest variables are mutually independent ...

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  • Liu, Yufei (2013-08-22)
    This dissertation is centered on the modeling of heterogeneous data which is ubiquitous in this digital information age. From the statistical point of view heterogeneous data is composed of dissimilar components, where ...

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