Summary Statistics in Approximate Bayesian Computation

17 December 2015

Papers citing "Summary Statistics in Approximate Bayesian Computation"

18 / 18 papers shown

Title
K2-ABC: Approximate Bayesian Computation with Kernel Embeddings Mijung Park Wittawat Jitkrittum Dino Sejdinovic 42 10 0 09 Feb 2015
Approximate Bayesian Computation in State Space Models Gael M. Martin Brendan P. M. McCabe Worapree Maneesoonthorn Christian P. Robert 47 15 0 30 Sep 2014
Reliable ABC model choice via random forests Pierre Pudlo Jean-Michel Marin A. Estoup J. Cornuet M. Gautier Christian P. Robert 67 25 0 24 Jun 2014
Adaptive ABC model choice and geometric summary statistics for hidden Gibbs random fields Julien Stoehr Pierre Pudlo L. Cucala 60 14 0 06 Feb 2014
Approximate Bayesian Computation for a Class of Time Series Models Ajay Jasra AI4TS 145 30 0 01 Jan 2014
Approximate Bayesian Computation with composite score functions E. Ruli Nicola Sartori L. Ventura 69 35 0 28 Nov 2013
Parameter Estimation in Hidden Markov Models with Intractable Likelihoods Using Sequential Monte Carlo S. Yıldırım Sumeetpal S. Singh Thomas Dean Ajay Jasra 79 36 0 17 Nov 2013
The Rate of Convergence for Approximate Bayesian Computation Stuart Barber J. Voss M. Webster 61 80 0 08 Nov 2013
Highly comparative time-series analysis: The empirical structure of time series and their methods Ben D. Fulcher Max A. Little N. Jones AI4TS 94 343 0 03 Apr 2013
Semi-automatic selection of summary statistics for ABC model choice D. Prangle Paul Fearnhead M. Cox P. Biggs N. French 93 79 0 22 Feb 2013
New Insights Into Approximate Bayesian Computation Gérard Biau Frédéric Cérou A. Guyader 173 108 0 27 Jul 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
Relevant statistics for Bayesian model choice Jean-Michel Marin N. Pillai Christian P. Robert Judith Rousseau 67 144 0 21 Oct 2011
Expectation-Propagation for Likelihood-Free Inference Simon Barthelmé Nicolas Chopin 80 85 0 29 Jul 2011
Constructing Summary Statistics for Approximate Bayesian Computation: Semi-automatic ABC Paul Fearnhead D. Prangle 82 87 0 07 Apr 2010
Approximate Bayesian Computation: a nonparametric perspective M. Blum 185 240 0 03 Apr 2009
Non-linear regression models for Approximate Bayesian Computation M. Blum O. François 215 484 0 24 Sep 2008
ABC likelihood-freee methods for model choice in Gibbs random fields Aude Grelaud Christian P. Robert Jean-Michel Marin F. Rodolphe Jean-François Taly 182 167 0 17 Jul 2008