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    CSDA
    2010
    111views more  CSDA 2010»
    Mixtures of regressions with predictor-dependent mixing proportions
    13 years 5 months ago
    Mixtures of regressions with predictor-dependent mixing proportions
    Download  www.stat.psu.edu
    We extend the standard mixture of linear regressions model by allowing mixing proportions to be modeled nonparametrically as a function of the predictors. This framework allows fo...
    D. S. Young, D. R. Hunter
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    KDD
    2008
    ACM
    183views Data Mining» more  KDD 2008»
    A bayesian mixture model with linear regression mixing proportions
    14 years 5 months ago
    A bayesian mixture model with linear regression mixing proportions
    Download  www.cise.ufl.edu
    Classic mixture models assume that the prevalence of the various mixture components is fixed and does not vary over time. This presents problems for applications where the goal is...
    Xiuyao Song, Chris Jermaine, Sanjay Ranka, John Gu...
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