Now showing items 1-2 of 2

    • Bootstrapping in a high dimensional but very low sample size problem 

      Song, Juhee (Texas A&M University, 2006-08-16)
      High Dimension, Low Sample Size (HDLSS) problems have received much attention recently in many areas of science. Analysis of microarray experiments is one such area. Numerous studies are on-going to investigate the behavior ...
    • Three Essays on Mixture Model and Gaussian Processes 

      Wu, Wenbin (2019-03-06)
      This dissertation includes three essays. In the first essay I study the problem of density estimation using normal mixture models. Instead of selecting the ‘right’ number of components in a normal mixture model, I propose ...