Julyan Arbel
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Bayesian optimal adaptive estimation using a sieve prior
J Arbel, G Gayraud, J Rousseau
Scandinavian journal of statistics 40 (3), 549-570, 2013
On the sub-Gaussianity of the Beta and Dirichlet distributions
O Marchal, J Arbel
Electronic Communications in Probability 22, 2017
Bayesian nonparametric dependent model for partially replicated data: the influence of fuel spills on species diversity
J Arbel, K Mengersen, J Rousseau
The Annals of Applied Statistics 10 (3), 1496-1516, 2016
Bayesian nonparametric inference for discovery probabilities: credible intervals and large sample asymptotics
J Arbel, S Favaro, B Nipoti, YW Teh
Statistica Sinica 27, 839-858, 2017
A moment-matching Ferguson & Klass algorithm
J Arbel, I Prünster
Statistics and Computing 27 (1), 3-17, 2016
Full Bayesian inference with hazard mixture models
J Arbel, A Lijoi, B Nipoti
Computational Statistics & Data Analysis 93, 359-372, 2016
Understanding priors in Bayesian neural networks at the unit level
M Vladimirova, J Verbeek, P Mesejo, J Arbel
arXiv preprint arXiv:1810.05193, 2018
Estimating immigration flows: reconciling two sources using a Bayesian approach
J Arbel, V Costemalle
Economie & Statistique, 2016
Application of a Bayesian nonparametric model to derive toxicity estimates based on the response of Antarctic microbial communities to fuel‐contaminated soil
J Arbel, CK King, B Raymond, T Winsley, KL Mengersen
Ecology and evolution 5 (13), 2633-2645, 2015
Sub-Weibull distributions: generalizing sub-Gaussian and sub-Exponential properties to heavier-tailed distributions
M Vladimirova, J Arbel
arXiv preprint arXiv:1905.04955, 2019
Stochastic approximations to the Pitman–Yor process
J Arbel, P De Blasi, I Prünster
Bayesian Analysis 14 (3), 753-771, 2019
Bayesian survival model based on moment characterization
J Arbel, A Lijoi, B Nipoti
Bayesian Statistics from Methods to Models and Applications, 3-14, 2015
Contributions to Bayesian nonparametric statistic
J Arbel
Université Paris-Dauphine, 2013
Dirichlet process mixtures under affine transformations of the data
J Arbel, R Corradin, B Nipoti
arXiv preprint arXiv:1809.02463, 2018
Dictionary-free MR fingerprinting parameter estimation via inverse regression
F Boux, F Forbes, J Arbel, E Barbier
On strict sub-Gaussianity, optimal proxy variance and symmetry for bounded random variables
J Arbel, O Marchal, HD Nguyen
ESAIM: Probability and Statistics 24, 39-55, 2020
Statistics for Astrophysics: Bayesian Methodology
JB Marquette, D Fraix-Burnet, S Girard, J Arbel
EDP Sciences, 2019
Approximate Bayesian computation via the energy statistic
HD Nguyen, J Arbel, H Lü, F Forbes
arXiv preprint arXiv:1905.05884, 2019
Dependence properties and Bayesian inference for asymmetric multivariate copulas
J Arbel, M Crispino, S Girard
Journal of Multivariate Analysis 174, 2019
Approximating predictive probabilities of Gibbs-type priors
J Arbel, S Favaro
Sankhya, 2017
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