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Browsing Master's Degree in Data Science by Subject "Bayesian statistics"

Browsing Master's Degree in Data Science by Subject "Bayesian statistics"

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  • Scalable inference for crossed random effects models
    Müller, Maximilian (2020-08-17)
    In order to apply statistical learning in the framework of crossed random effects models it is necessary to efficiently compute the Cholesky factor L of the models precision matrix. In this paper we show that for the case ...
  • Scalable inference for Gaussian hierarchical models
    Hao, Kwa Jie (2018)
    Hierarchical modeling is a practical approach with proven results in modeling real world data. This paper studies Gaussian hierarchical models and methods which exploit the sparse conditional independence structure of such ...

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