Handbook of approximate Bayesian computation

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Content: IntroductionOverview of ABC: S. A. Sisson, Y. Fan and M. A. BeaumontOn the history of ABC: S.TavareRegression approaches: M. G. B. BlumABC Samplers: S. A. Sisson and Y. Fan Summary statistics: D. PrangleLikelihood-free Model Choice: J.-M. Marin, P. Pudlo, A. Estoup and C. RobertABC and Indirect Inference: C. C. DrovandiHigh-Dimensional ABC: D. Nott, V. Ong, Y. Fan and S. A. Sisson Theoretical and Methodological Aspects of Markov Chain Monte Carlo Computations with Noisy Likelihoods: C. Andrieu, A.Lee and M. ViolaAsymptotics of ABC: Paul FearnheadInformed Choices: How to Calibrate ABC with Hypothesis Testing: O. Ratmann, A. Camacho, S. Hu and C. ColjinApproximating the Likelihood in ABC: C. C. Drovandi, C. Grazian, K. Mengersen and C. RobertDivide and Conquer in ABC: Expectation-Propagation algorithms for likelihood-free inference: S. Barthelme, N. Chopin and V. CottetSequential Monte Carlo-ABC Methods for Estimation of Stochastic Simulation Models of the Limit Order Book: G. W. Peters, E. Panayi and F. SeptierInferences on the Acquisition of Multidrug Resistance in Mycobacterium Tuberculosis Using Molecular Epidemiological Data: G. S. Rodrigues, S. A. Sisson, and M. M. TanakaABC in Systems Biology: J. Liepe and M. P. H. StumpfApplication of ABC to Infer about the Genetic History of Pygmy Hunter-Gatherers Populations from Western Central Africa: A. Estoup, P. Verdu, J.-M. Marin, C. Robert, A. Dehne-Garcia, J.-M. Cornuet and P. PudloABC for Climate: Dealing with Expensive Simulators: P. B. Holden, N. R. Edwards, J. Hensman and R. D. WilkinsonABC in Ecological Modelling: M. Fasiolo and S. N. WoodABC in Nuclear Imaging: Y. Fan, S. R. Meikle, G. Angelis and A. Sitek