Browsing Duke Dissertations by Subject "variable selection"

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  • Scott, James Gordon (2009)
    <p>This thesis is about Bayesian approaches for handling multiplicity. It considers three main kinds of multiple-testing scenarios: tests of exchangeable experimental units, tests for variable inclusion in linear regresson ...
  • Li, Yingbo (2013)
    <p>With the development of modern data collection approaches, researchers may collect hundreds to millions of variables, yet may not need to utilize all explanatory variables available in predictive models. Hence, choosing ...