Overfitting Bayesian Mixture Models with an Unknown Number of Components
van Havre, Z
White, N
Rousseau, J
Mengersen, K
PLOS ONE
volume 10
issue 7
e0131739
(15 Jul 2015)
Hidden Markov Models for Complex Stochastic Processes: A Case Study in Electrophysiology
White, N
Johnson, H
Silburn, P
Rousseau, J
Mengersen, K
Case Studies in Bayesian Statistical Modelling and Analysis
310-329
(23 Nov 2012)
Bayesian Inference for Partially Observed Multiplicative Intensity Processes
Donnet, S
Rousseau, J
Bayesian Analysis
volume 11
issue 1
(01 Mar 2016)
Comment on Article by Berger, Bernardo, and Sun
Rousseau, J
Bayesian Analysis
volume 10
issue 1
(01 Mar 2015)
Nonparametric finite translation hidden Markov models and extensions
Gassiat, E
Rousseau, J
Bernoulli
volume 22
issue 1
193-212
(01 Feb 2016)
Ridge regression and asymptotic minimax estimation over spheres of growing dimension
Dicker, L
Bernoulli
volume 22
issue 1
1-37
(01 Feb 2016)
Nonparametric Bayesian Clay for Robust Decision Bricks
Robert, C
Rousseau, J
Statistical Science
volume 31
issue 4
506-510
(01 Nov 2016)
Adaptive Bayesian density estimation with location-scale mixtures
Kruijer, W
Rousseau, J
van der Vaart, A
Electronic Journal of Statistics
volume 4
issue none
1225-1257
(01 Jan 2010)
How Principled and Practical Are Penalised Complexity Priors?
Robert, C
Rousseau, J
Statistical Science
volume 32
issue 1
36-40
(01 Feb 2017)
Rejoinder
Albert, I
Donnet, S
Guihenneuc-Jouyaux, C
Low-Choy, S
Mengersen, K
Rousseau, J
Bayesian Analysis
volume 7
issue 3
(01 Sep 2012)