Bioinformatics · 2014 · 1.1K citations · 8 references
Life SciencesBioinformaticsGeneticsBayesian BiostatisticsBayesian Data AnalysisPopulation GeneticsApproximate Bayesian ComputationBayesian ComputationPopulation Genetics InferencePopulation GenomicsDna Sequence AnalysisDna Sequence Data AnalysisLinear Discriminant AnalysisModel ChoicePopulation History InferencePopulation History ReconstructionSingle-nucleotide Polymorphism AnalysisSingle-nucleotide Polymorphism Variation
MOTIVATION: DIYABC is a software package for a comprehensive analysis of population history using approximate Bayesian computation on DNA polymorphism data. Version 2.0 implements a number of new features and analytical methods. It allows (i) the analysis of single nucleotide polymorphism data at large number of loci, apart from microsatellite and DNA sequence data, (ii) efficient Bayesian model choice using linear discriminant analysis on summary statistics and (iii) the serial launching of multiple post-processing analyses. DIYABC v2.0 also includes a user-friendly graphical interface with various new options. It can be run on three operating systems: GNU/Linux, Microsoft Windows and Apple Os X. AVAILABILITY: Freely available with a detailed notice document and example projects to academic users at http://www1.montpellier.inra.fr/CBGP/diyabc CONTACT: estoup@supagro.inra.fr Supplementary information: Supplementary data are available at Bioinformatics online.
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Approximate Bayesian Computation in Population Genetics
Mark Beaumont, Wenyang Zhang, David J. Balding · Genetics · 2002 · 3.1K citations