Browsing Statistics by Subject "Bayesian"

Now showing items 1-3 of 3

    • Bayesian kernel projections for classification of high dimensional data 

      WILSON, SIMON PAUL (2011)
      A Bayesian multi-category kernel classification method is proposed. The algorithm performs the classification of the projections of the data to the principal axes of the feature space. The advantage of this approach is ...

    • Bayesian Tree Regression within a Streaming Context 

      Ferreira, Michael Antonio (Trinity College Dublin. School of Computer Science & Statistics. Discipline of Statistics, 2023)
      Regression in a statistical streaming environment. Explore either large amounts of data or data that is continually being generated in a meaningful way. The streaming setting is challenging because either the proportion ...

    • Distributed Lag Regression Methods and Compartmental Models for Analysis of Disease Progression 

      Dempsey, Daniel (Trinity College Dublin. School of Computer Science & Statistics. Discipline of Statistics, 2023)
      ANCA vasculitis is an autoimmune disease characterised by relapses, or flares, that can have a severe detrimental impact on patient health. Flares can be prevented by suppressing the immune system but this exposes the ...