Approximate Bayesian computational methods

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

Estimation of Parameters for Macroparasite Population Evolution Using Approximate Bayesian Computation

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

Approximate Bayesian Computation: A Nonparametric Perspective

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

In defence of model-based inference in phylogeography

(2010) MARK A. BEAUMONT et al.   MOLECULAR ECOLOGY

Model choice versus model criticism

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

Reply to Robert et al.: Model criticism informs model choice and model comparison

(2010) O. Ratmann et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Coherent and incoherent inference in phylogeography and human evolution

(2010) A. R. Templeton   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Incoherent phylogeographic inference

(2010) James O. Berger et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Invalid arguments against ABC: Reply to A.R. Templeton

(2010) Katalin Csilléry et al.   TRENDS IN ECOLOGY & EVOLUTION

Approximate Bayesian Computation (ABC) in practice

(2010) Katalin Csilléry et al.   TRENDS IN ECOLOGY & EVOLUTION

Simulation-based model selection for dynamical systems in systems and population biology

(2009) Tina Toni et al.   BIOINFORMATICS

Adaptive approximate Bayesian computation

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

Bayesian Computation and Model Selection Without Likelihoods

(2009) C. Leuenberger et al.   GENETICS

Convolution Particle Filter for Parameter Estimation in General State-Space Models

(2009) Fabien Campillo et al.   IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS

Inference in Epidemic Models without Likelihoods

(2009) Trevelyan McKinley et al.  

A Bayesian Reassessment of Nearest-Neighbor Classification

(2009) Lionel Cucala et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations

(2009) Håvard Rue et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

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

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

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

Marginal likelihood estimation via power posteriors

(2008) N. Friel et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Statistical hypothesis testing in intraspecific phylogeography: nested clade phylogeographical analysis vs. approximate Bayesian computation

(2008) ALAN R. TEMPLETON   MOLECULAR ECOLOGY