Variable dimensional problems, where not only the parameters, but also the number of parameters are random variables, pose serious challenge to Bayesians. Although in principle the Reversible Jump ...
Roberts and Geisser, Roberts, and Block have discussed characterizations of random variables certain functions of which have a prescribed distribution. Their results are simplified, unified, and ...