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Uniform rates of the Glivenko–Cantelli convergence and their use in approximating Bayesian inferences

Dolera, Emanuele and Regazzini, Eugenio
Bernoulli Volume 25, Number 4A (November 2019), 2982-3015.

Journal article

Distribution theory for hierarchical processes

Camerlenghi, Federico, Lijoi, Antonio, Orbanz, Peter, and Prünster, Igor
The Annals of Statistics Volume 47, Number 1 (February 2019), 67-92.

Journal article

A general approach to posterior contraction in nonparametric inverse problems

Knapik, Bartek and Salomond, Jean-Bernard
Bernoulli Volume 24, Number 3 (August 2018), 2091-2121.

Journal article

Distances between nested densities and a measure of the impact of the prior in Bayesian statistics

Ley, Christophe, Reinert, Gesine, and Swan, Yvik
The Annals of Applied Probability Volume 27, Number 1 (February 2017), 216-241.

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Convergence of the groups posterior distribution in latent or stochastic block models

Mariadassou, Mahendra and Matias, Catherine
Bernoulli Volume 21, Number 1 (February 2015), 537-573.

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About the posterior distribution in hidden Markov models with unknown number of states

Gassiat, Elisabeth and Rousseau, Judith
Bernoulli Volume 20, Number 4 (November 2014), 2039-2075.

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A Bayesian analysis of the Bingham distribution

Walker, Stephen G.
Brazilian Journal of Probability and Statistics Volume 28, Number 1 (February 2014), 61-72.

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Bayesian inference in partially identified models: Is the shape of the posterior distribution useful?

Gustafson, Paul
Electronic Journal of Statistics Volume 8, Number 1 (2014), 476-496.

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Consistent nonparametric Bayesian inference for discretely observed scalar diffusions

van der Meulen, Frank and van Zanten, Harry
Bernoulli Volume 19, Number 1 (February 2013), 44-63.

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Bayesian inverse problems with non-conjugate priors

Ray, Kolyan
Electronic Journal of Statistics Volume 7, (2013), 2516-2549.

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