Bayes Variable Selection in Semiparametric Linear Models - Kundu, Suprateek; Dunson, David B. (Journal of the American Statistical Association, 2014)
Keywords: algorithms; Asymptotic methods; Asymptotic properties; Asymptotic theory; Bayes' factor; Bayesian analysis; Candidates; Diabetes; Feature selection; g-prior; Large p, small n; Linear analysis; Linear models; Linear regression; Marginalization; Matrix; Mixtures; Model selection; Obesity; Parametric models; Posterior consistency; Regression analysis; Sample size; Simulation; Statistics; Stochastic models; Stochastic search variable selection; Subset selection; Theory and Methods; Type 2 diabetes mellitus; Stochastic search variable selection; small n; Model selection; Posterior consistency; Bayes factor; Asymptotic theory; Large p; Subset selection; g-prior