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Deciphering the Routes of invasion of Drosophila suzukii by Means of ABC Random Forest.
Fraimout A, Debat V, Fellous S, Hufbauer RA, Foucaud J, Pudlo P, Marin JM, Price DK, Cattel J, Chen X, Deprá M, François Duyck P, Guedot C, Kenis M, Kimura MT, Loeb G, Loiseau A, Martinez-Sañudo I, Pascual M, Polihronakis Richmond M, Shearer P, Singh N, Tamura K, Xuéreb A, Zhang J, Estoup A. Fraimout A, et al. Among authors: pudlo p. Mol Biol Evol. 2017 Apr 1;34(4):980-996. doi: 10.1093/molbev/msx050. Mol Biol Evol. 2017. PMID: 28122970 Free PMC article.
ABC random forests for Bayesian parameter inference.
Raynal L, Marin JM, Pudlo P, Ribatet M, Robert CP, Estoup A. Raynal L, et al. Among authors: pudlo p. Bioinformatics. 2019 May 15;35(10):1720-1728. doi: 10.1093/bioinformatics/bty867. Bioinformatics. 2019. PMID: 30321307
Reliable ABC model choice via random forests.
Pudlo P, Marin JM, Estoup A, Cornuet JM, Gautier M, Robert CP. Pudlo P, et al. Bioinformatics. 2016 Mar 15;32(6):859-66. doi: 10.1093/bioinformatics/btv684. Epub 2015 Nov 20. Bioinformatics. 2016. PMID: 26589278
Bayesian computation via empirical likelihood.
Mengersen KL, Pudlo P, Robert CP. Mengersen KL, et al. Among authors: pudlo p. Proc Natl Acad Sci U S A. 2013 Jan 22;110(4):1321-6. doi: 10.1073/pnas.1208827110. Epub 2013 Jan 7. Proc Natl Acad Sci U S A. 2013. PMID: 23297233 Free PMC article.
29 results