Browsing by Subject "Bayesian Model Selection"

Now showing items 1-2 of 2

    • Bayesian Model Selection for High-dimensional High-throughput Data 
      Joshi, Adarsh (2012-07-16)
      Bayesian methods are often criticized on the grounds of subjectivity. Furthermore, misspecified priors can have a deleterious effect on Bayesian inference. Noting that model selection is effectively a test of many hypotheses, ...
    • Population SAMC, ChIP-chip Data Analysis and Beyond 
      Wu, Mingqi (2011-02-22)
      This dissertation research consists of two topics, population stochastics approximation Monte Carlo (Pop-SAMC) for Baysian model selection problems and ChIP-chip data analysis. The following two paragraphs give a brief ...