Approximate Bayesian Computation via Regression Density Estimation

6 December 2012

Papers citing "Approximate Bayesian Computation via Regression Density Estimation"

7 / 7 papers shown

Title
Misspecification-robust likelihood-free inference in high dimensions Owen Thomas Raquel Sá-Leao H. Lencastre Samuel Kaski J. Corander Henri Pesonen 149 9 0 17 Feb 2025
Masked Autoregressive Flow for Density Estimation George Papamakarios Theo Pavlakou Iain Murray 135 1,343 0 19 May 2017
Gaussian process modeling in approximate Bayesian computation to estimate horizontal gene transfer in bacteria Marko Jarvenpaa Michael U. Gutmann Aki Vehtari Pekka Marttinen 113 41 0 20 Oct 2016
A Comparative Review of Dimension Reduction Methods in Approximate Bayesian Computation M. Blum M. Nunes D. Prangle Scott A. Sisson 121 362 0 16 Feb 2012
Approximate Bayesian computation and Bayes linear analysis: Towards high-dimensional ABC David J. Nott Yanan Fan Lucy M. Marshall Scott A. Sisson 45 52 0 20 Dec 2011
Flexible Multivariate Density Estimation with Marginal Adaptation P. Giordani Xiuyan Mun Robert Kohn 76 11 0 02 Jan 2009
Non-linear regression models for Approximate Bayesian Computation M. Blum O. François 159 482 0 24 Sep 2008