Constructing summary statistics for approximate Bayesian computation: semi-automatic approximate Bayesian computation

abc: an R package for approximate Bayesian computation (ABC)

(2012) Katalin Csilléry et al.   Methods in Ecology and Evolution

Likelihood-free Bayesian estimation of multivariate quantile distributions

(2011) Christopher C. Drovandi et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Approximate Bayesian computing for spatial extremes

(2011) Robert J. Erhardt et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Lack of confidence in approximate Bayesian computation model choice

(2011) C. P. Robert et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Feature Matching in Time Series Modeling

(2011) Yingcun Xia et al.   STATISTICAL SCIENCE

Approximate Bayesian computational methods

(2011) Jean-Michel Marin et al.   STATISTICS AND COMPUTING

An adaptive sequential Monte Carlo method for approximate Bayesian computation

(2011) Pierre Del Moral et al.   STATISTICS AND COMPUTING

ABC-SysBio--approximate Bayesian computation in Python with GPU support

(2010) J. Liepe et al.   BIOINFORMATICS

Estimation of Parameters for Macroparasite Population Evolution Using Approximate Bayesian Computation

(2010) C. C. Drovandi et al.   BIOMETRICS

A backward particle interpretation of Feynman-Kac formulae

(2010) Pierre Del Moral et al.   ESAIM-MATHEMATICAL MODELLING AND NUMERICAL ANALYSIS-MODELISATION MATHEMATIQUE ET ANALYSE NUMERIQUE

Likelihood-Free Inference of Population Structure and Local Adaptation in a Bayesian Hierarchical Model

(2010) E. Bazin et al.   GENETICS

Interpretation of partial least squares regression models by means of target projection and selectivity ratio plots

(2010) Olav M. Kvalheim   JOURNAL OF CHEMOMETRICS

Approximate Bayesian Computation: A Nonparametric Perspective

(2010) Michael G. B. Blum   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Particle Markov chain Monte Carlo methods

(2010) Christophe Andrieu et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Statistical inference for noisy nonlinear ecological dynamic systems

(2010) Simon N. Wood   NATURE

Predictive response-relevant clustering of expression data provides insights into disease processes

(2010) Lisa E. M. Hopcroft et al.   NUCLEIC ACIDS RESEARCH

Joint discriminative–generative modelling based on statistical tests for classification

(2010) Jing-Hao Xue et al.   PATTERN RECOGNITION LETTERS

Potentials of Mean Force for Protein Structure Prediction Vindicated, Formalized and Generalized

(2010) Thomas Hamelryck et al.   PLoS One

Model choice versus model criticism

(2010) C. P. Robert et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Filtering via approximate Bayesian computation

(2010) Ajay Jasra et al.   STATISTICS AND COMPUTING

Efficient likelihood-free Bayesian Computation for household epidemics

(2010) Peter Neal   STATISTICS AND COMPUTING

The pseudo-marginal approach for efficient Monte Carlo computations

(2009) Christophe Andrieu et al.   ANNALS OF STATISTICS

PopABC: a program to infer historical demographic parameters

(2009) Joao S. Lopes et al.   BIOINFORMATICS

Adaptive approximate Bayesian computation

(2009) M. A. Beaumont et al.   BIOMETRIKA

Efficient Approximate Bayesian Computation Coupled With Markov Chain Monte Carlo Without Likelihood

(2009) Daniel Wegmann et al.   GENETICS

Inference in Epidemic Models without Likelihoods

(2009) Trevelyan McKinley et al.  

Stochastic modelling for quantitative description of heterogeneous biological systems

(2009) Darren J. Wilkinson   NATURE REVIEWS GENETICS

Model criticism based on likelihood-free inference, with an application to protein network evolution

(2009) O. Ratmann et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Non-linear regression models for Approximate Bayesian Computation

(2009) Michael G. B. Blum et al.   STATISTICS AND COMPUTING

Inferring population history with DIY ABC: a user-friendly approach to approximate Bayesian computation

(2008) Jean-Marie Cornuet et al.   BIOINFORMATICS

An Introduction To Compressive Sampling

(2008) E.J. Candes et al.   IEEE SIGNAL PROCESSING MAGAZINE

Approximate Bayesian computation scheme for parameter inference and model selection in dynamical systems

(2008) T. Toni et al.   Journal of the Royal Society Interface

Rapid Evolution and the Importance of Recombination to the Gastroenteric Pathogen Campylobacter jejuni

(2008) D. J. Wilson et al.   MOLECULAR BIOLOGY AND EVOLUTION

Bayesian estimation of quantile distributions

(2008) D. Allingham et al.   STATISTICS AND COMPUTING