314 citations · 632 across the 8 of their papers we have counts for
5 papers · 1 filter
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…
Rejoinder: Bayesian Checking of the Second Levels of Hierarchical Models
M. J. Bayarri, M. E. Castellanos
Rejoinder: Bayesian Checking of the Second Levels of Hierarchical Models [arXiv:0802.0743]
Bayesian Checking of the Second Levels of Hierarchical Models
M. J. Bayarri, M. E. Castellanos
Hierarchical models are increasingly used in many applications. Along with this increased use comes a desire to investigate whether the model is compatible with the observed data.…
Generalization of Jeffreys' divergence based priors for Bayesian hypothesis testing
M. J. Bayarri, G. García-Donato
In this paper we introduce objective proper prior distributions for hypothesis testing and model selection based on measures of divergence between the competing models; we call the…
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…