Browsing by Subject "Varying coefficient models"

Now showing items 1-2 of 2

    • Bayesian Data Sketching for Varying Coefficient Regression Models 
      Guhaniyogi, Rajarshi; Laura, Baracaldo; Sudipto, Banerjee (2023-03-24)
      Varying coefficient models are popular tools in estimating nonlinear regression functions in functional data models. Their Bayesian variants have received limited attention in large data applications, primarily due to the ...
    • Bayesian Spanning Tree Models for Complex Spatial Data 
      Luo, Zhao Tang (2022-04-20)
      In many applications, spatial data often display heterogeneous dependence patterns and may be subject to irregular geographic constraints. In light of these challenges, this dissertation develops several novel Bayesian ...