600 citations · 2.1k across the 23 of their papers we have counts for
4 papers · 1 filter
Bayesian variable selection in high dimensional problems without assumptions on prior model probabilities
James O. Berger, Gonzalo Garcia-Donato, Miguel A. Martinez-Beneito +1
We consider the problem of variable selection in linear models when , the number of potential regressors, may exceed (and perhaps substantially) the sample size (which is po…
Rejection Odds and Rejection Ratios: A Proposal for Statistical Practice in Testing Hypotheses
M. J. Bayarri, Daniel J. Benjamin, James O. Berger +1
Much of science is (rightly or wrongly) driven by hypothesis testing. Even in situations where the hypothesis testing paradigm is correct, the common practice of basing inferences…
Bayesian Nonparametric Shrinkage Applied to Cepheid Star Oscillations
James Berger, William H. Jefferys, Peter Müller
Bayesian nonparametric regression with dependent wavelets has dual shrinkage properties: there is shrinkage through a dependent prior put on functional differences, and shrinkage t…
Computer model validation with functional output
M. J. Bayarri, J. O. Berger, J. Cafeo +7
A key question in evaluation of computer models is Does the computer model adequately represent reality? A six-step process for computer model validation is set out in Bayarri et a…