Now showing items 1-2 of 2

    • Case Studies in Hierarchical Bayesian Modeling 

      Acharyya, Satwik (2020-07-02)
      My dissertation focuses on developing Bayesian methodology for complex data structures with an emphasis on building novel algorithms to reduce the computational complexity. One viewpoint of this dissertation is to develop ...
    • Statistical Methods for Large Spatial and Spatio-temporal Datasets 

      Zhang, Bohai (2015-08-10)
      Classical statistical models encounter the computational bottleneck for large spatial/spatio-temporal datasets. This dissertation contains three articles describing computationally efficient approximation methods for ...