this paper, we study objective priors for a CAR model. In particular, the properties of the reference prior and the …

In this paper, the reference prior is developed for a truncated model with boundaries of support as two functions of an … theoretical and numerical results indicate that the Bayesian approach, especially under the reference prior, is preferable. …

parameter is present, the Jeffreys prior and the reference prior are computed and it is proven that the resulting posterior …

parametrization, we construct the corresponding reference prior for suitable groupings of the parameters. Each one of the reference … the reference prior. Finally, we discuss in detail a parametrization associated to a collection of variables representing … a cut for the statistical model, and derive the corresponding reference prior. …

). However, this reference prior, as well as the Jeffreys prior and PMPs, are related to the censoring scheme of life tests. Thus … the other reference prior is preferred, and the proprieties of the posterior are discussed based on it. The simulation … shows that the second reference prior leads to the required frequentist property. A real data from Crowley and Hu (1977) is …