Browsing by Subject "Bayesian Variable Selection"

Now showing items 1-2 of 2

    • Bayesian models for DNA microarray data analysis 
      Lee, Kyeong Eun (Texas A&M University, 2005-08-29)
      Selection of signi?cant genes via expression patterns is important in a microarray problem. Owing to small sample size and large number of variables (genes), the selection process can be unstable. This research proposes a ...
    • Bayesian Variable Selection in High Dimensional Genomic Studies Using Nonlocal Priors 
      Nikooienejad, Amir (2017-12-01)
      The advent of new genomic technologies has resulted in production of massive data sets. The outcomes in such experiments are often binary vectors or survival times, and the covariates are gene expressions obtained from ...