A comparison of likelihood-free methods with and without summary statistics

Construction of a genetic toggle switch in Escherichia coli

Timothy S. Gardner, Charles R. Cantor, James J. Collins · Nature · 2000 · 4.3K citations

Engineering, Genetic Engineering, Molecular Biology +7

A kernel two-sample test

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Integral Probability, Engineering, Data Science +15

Markov chain Monte Carlo without likelihoods

Paul Marjoram, John Molitor, Vincent Plagnol et al. · Proceedings of the National Academy of Sciences · 2003 · 1.2K citations · Full text

Stochastic Simulation, Engineering, Posterior Distribution +11

Indirect inference

Christian Gouriéroux, Alain Monfort, Éric Renault · Journal of Applied Econometrics · 1993 · 1K citations

Econometric Model, Economics, Financial Economics +13

The pseudo-marginal approach for efficient Monte Carlo computations

Christophe Andrieu, Gareth O. Roberts · The Annals of Statistics · 2009 · 699 citations · Full text