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math.ST2011★ 7 cited
Conjugate Projective Limits
Peter Orbanz
We characterize conjugate nonparametric Bayesian models as projective limits of conjugate, finite-dimensional Bayesian models. In particular, we identify a large class of nonparame…
math.ST2011★ 18 cited
Projective Limit Random Probabilities on Polish Spaces
Peter Orbanz
A pivotal problem in Bayesian nonparametrics is the construction of prior distributions on the space M(V) of probability measures on a given domain V. In principle, such distributi…