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math.ST2022★ 1 cited
Strong posterior contraction rates via Wasserstein dynamics
Emanuele Dolera, Stefano Favaro, Edoardo Mainini
In Bayesian statistics, posterior contraction rates (PCRs) quantify the speed at which the posterior distribution concentrates on arbitrarily small neighborhoods of a true model, i…
math.ST2022★ 2 cited
Wasserstein posterior contraction rates in non-dominated Bayesian nonparametric models
Federico Camerlenghi, Emanuele Dolera, Stefano Favaro +1
Posterior contractions rates (PCRs) strengthen the notion of Bayesian consistency, quantifying the speed at which the posterior distribution concentrates on arbitrarily small neigh…