Statistics – Methodology
Scientific paper
2008-01-29
Annals of Statistics 2011, Vol. 39, No. 5, 2740-2765
Statistics
Methodology
Published in at http://dx.doi.org/10.1214/11-AOS917 the Annals of Statistics (http://www.imstat.org/aos/) by the Institute of
Scientific paper
10.1214/11-AOS917
For the normal linear model variable selection problem, we propose selection
criteria based on a fully Bayes formulation with a generalization of Zellner's
$g$-prior which allows for $p>n$. A special case of the prior formulation is
seen to yield tractable closed forms for marginal densities and Bayes factors
which reveal new model evaluation characteristics of potential interest.
George Edward I.
Maruyama Yuzo
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