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Christian Robert
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ABC random forests for Bayesian parameter inferenceBioinformatics, 2019, 35 (10), pp.1720-1728. ⟨10.1093/bioinformatics/bty867⟩
Article dans une revue
hal-01337189v2
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Reliable ABC model choice via random forestsBioinformatics, 2016, 32 (6), pp.859 - 866. ⟨10.1093/bioinformatics/btv684⟩
Article dans une revue
hal-01067925v1
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Bayesian computation via empirical likelihood.Proceedings of the National Academy of Sciences of the United States of America, 2013, 110 (4), pp.1321-1326. ⟨10.1073/pnas.1208827110⟩
Article dans une revue
hal-00796976v1
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Approximate Bayesian computational methodsStatistics and Computing, 2012, 22 (6), ⟨10.1007/s11222-011-9288-2⟩
Article dans une revue
hal-00567240v2
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Estimation of demo-genetic model probabilities with Approximate Bayesian Computation using linear discriminant analysis on summary statistics.Molecular Ecology Resources, 2012, 12 (5), pp.846-55. ⟨10.1111/j.1755-0998.2012.03153.x⟩
Article dans une revue
hal-00796906v1
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Approximate Bayesian Computation using Random ForestValidating and Expanding Approximate Bayesian Computation Methods (17w5025), Banff International Research Station for Mathematical Innovation and Discovery (BIRS). MEX., Feb 2017, Banff, Canada
Communication dans un congrès
hal-02786888v1
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Empirical likelihood for Bayesian inference in population geneticsMathematical and Computational Evolutionnary Biology 2012, Jun 2012, Montpellier, France
Communication dans un congrès
hal-02932407v1
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Application of ABC to Infer the Genetic History of Pygmy Hunter-Gatherer Populations from Western Central AfricaScott A. Sisson; Yanan Fan; Mark A. Beaumont. Handbook of Approximate Bayesian Computation, Chapman and Hall, Chapter 18, 2019, Chapman & Hall/CRC Handbooks of Modern Statistical Methods, 9781439881507
Chapitre d'ouvrage
hal-02787321v1
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Efficient learning in ABC algorithms2012
Pré-publication, Document de travail
hal-00741572v1
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Some discussions of D. Fearnhead and D. Prangle's Read Paper "Constructing summary statistics for approximate Bayesian computation: semi-automatic approximate Bayesian computation"2012
Pré-publication, Document de travail
hal-00658084v1
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