Adaptive ABC model choice and geometric summary statistics for hidden Gibbs random fields

6 February 2014

Papers citing "Adaptive ABC model choice and geometric summary statistics for hidden Gibbs random fields"

12 / 12 papers shown

Title
Pre-processing for approximate Bayesian computation in image analysis M. Moores Christopher C. Drovandi Kerrie Mengersen Christian P. Robert 91 40 0 18 Mar 2014
Semi-automatic selection of summary statistics for ABC model choice D. Prangle Paul Fearnhead M. Cox P. Biggs N. French 91 79 0 22 Feb 2013
Evidence and Bayes factor estimation for Gibbs random fields Nial Friel 69 22 0 14 Jan 2013
New Insights Into Approximate Bayesian Computation Gérard Biau Frédéric Cérou A. Guyader 163 108 0 27 Jul 2012
Bayesian inference for Gibbs random fields using composite likelihoods Nial Friel AI4CE 64 14 0 24 Jul 2012
Bayesian Parameter Estimation for Latent Markov Random Fields and Social Networks R. Everitt 64 100 0 14 Mar 2012
A Comparative Review of Dimension Reduction Methods in Approximate Bayesian Computation M. Blum M. Nunes D. Prangle Scott A. Sisson 183 364 0 16 Feb 2012
Bayesian model selection for exponential random graph models A. Caimo Nial Friel 67 63 0 11 Jan 2012
Relevant statistics for Bayesian model choice Jean-Michel Marin N. Pillai Christian P. Robert Judith Rousseau 64 144 0 21 Oct 2011
Approximate Bayesian Computational methods Jean-Michel Marin Pierre Pudlo Christian P. Robert Robin J. Ryder 224 864 0 05 Jan 2011
ABC likelihood-freee methods for model choice in Gibbs random fields Aude Grelaud Christian P. Robert Jean-Michel Marin F. Rodolphe Jean-François Taly 180 167 0 17 Jul 2008
Adaptive approximate Bayesian computation Mark Beaumont J. Cornuet Jean-Michel Marin Christian P. Robert 185 644 0 15 May 2008