405 citations · 638 across the 7 of their papers we have counts for
5 papers · 1 filter
Rejoinder to Article by Berger, Bernardo, and Sun
James O. Berger, Jose M. Bernardo, Dongchu Sun
Rejoinder to Overall Objective Priors by James O. Berger, Jose M. Bernardo, Dongchu Sun [arXiv:1504.02689]
Overall Objective Priors
James O. Berger, Jose M. Bernardo, Dongchu Sun
In multi-parameter models, reference priors typically depend on the parameter or quantity of interest, and it is well known that this is necessary to produce objective posterior di…
The formal definition of reference priors
James O. Berger, José M. Bernardo, Dongchu Sun
Reference analysis produces objective Bayesian inference, in the sense that inferential statements depend only on the assumed model and the available data, and the prior distributi…
Objective Bayesian analysis under sequential experimentation
Dongchu Sun, James O. Berger
Objective priors for sequential experiments are considered. Common priors, such as the Jeffreys prior and the reference prior, will typically depend on the stopping rule used for t…
Objective priors for the bivariate normal model
James O. Berger, Dongchu Sun
Study of the bivariate normal distribution raises the full range of issues involving objective Bayesian inference, including the different types of objective priors (e.g., Jeffreys…