Asymptotic Properties of Approximate Bayesian Computation

On the Asymptotic Efficiency of Approximate Bayesian Computation Estimators

Li, W., and Fearnhead, P., · 1972

Earlier work this paper cites.

Convergence of Regression Adjusted Approximate Bayesian Computation

Li, W., and Fearnhead, P., · 1972

Earlier work this paper cites.

Normal Approximation and Asymptotic Expansions

Bhattacharya, R. N., and Rao, R. R · 1986

Earlier work this paper cites.

Inferring Coalescence Times from DNA Sequence Data

Original

Tavaré, S., Balding, D. J., Griffiths, R. C., & Donnelly, P · 1997

Earlier work this paper cites.

Population Growth of Human Y Chromosomes: A Study of Y Chromosome Microsatellites

Pritchard, J. K., Seilstad, M. T., Perez-Lezaun, A., & Feldman, M. W · 1999

Earlier work this paper cites.

Markov Chain Monte Carlo Without Likelihoods

Marjoram, P., Molitor, J., Plagnol, V., & Tavaré, S · 2003

Earlier work this paper cites.

Approximately Sufficient Statistics and Bayesian Computation

Joyce, P., and Marjoram, P · 2008

Cited alongside, same era.

Adaptive Approximate Bayesian Computation

Beaumont, M. A., Cornuet, J-M., Marin, J-M., & Robert, C. P · 2009

Cited alongside, same era.

Approximate Bayesian Computation Methods

Marin, J-M., Pudlo, P., Robert, C. P., & Ryder, R · 2011

Cited alongside, same era.

Likelihood-free Markov Chain Monte Carlo

Sisson S. and Fan, Y · 2011

Cited alongside, same era.

Constructing Summary Statistics for Approximate Bayesian Computation: Semi-automatic Approximate Bayesian Computation (with Discussion)

Fearnhead, P., and Prangle, D · 2012

Cited alongside, same era.

A Comparative Review of Dimension Reduction Methods in Approximate Bayesian Computation,

Blum, M. G. B., Nunes, M. A., Prangle, D., & Sisson, S. A · 2013

Relevant Statistics for Bayesian model choice

Marin, J-M., Pillai, N., Robert, C. P., & Rousseau, J · 2014

Later among the works it cites.

Approximate Bayesian Computation and Bayes Linear Analysis: Towards High-dimensional ABC

Nott D., Fan, Y., Marshall, L., & Sisson, S · 2014

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New insights into Approximate Bayesian Computation

Biau, G., Cérou, F., & Guyader, A · 2015

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ABC of SV: Limited Information Likelihood Inference in Stochastic Volatility Jump-Diffusion Models,

Creel, M., and Kristensen, D · 2015

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Bayesian Indirect Inference using a Parametric Auxiliary Model

Drovandi, C. C., Pettitt, A. N., & Lee, A · 2015

Later among the works it cites.

Approximate Bayesian Computation in Population Genetics

Beaumont, M. A., Zhang, W., & Balding, D. J · 2035