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• W1556960111 abstract "Until recently, the use of Bayesian inference in population genetics was limited to a few cases because for many realistic population genetic models the likelihood function cannot be calculated analytically . The situation changed with the advent of likelihood-free inference algorithms, often subsumed under the term Approximate Bayesian Computation (ABC). A key innovation was the use of a post-sampling regression adjustment, allowing larger tolerance values and as such shifting computation time to realistic orders of magnitude (see Beaumont et al., 2002). Here we propose a reformulation of the regression adjustment in terms of a General Linear Model (GLM). This allows the integration into the framework of Bayesian statistics and the use of its methods, including model selection via Bayes factors. We then apply the proposed methodology to the question of population subdivision among western chimpanzees Pan troglodytes verus." @default.
• W1556960111 created "2016-06-24" @default.
• W1556960111 creator A5046232611 @default.
• W1556960111 date "2009-01-15" @default.
• W1556960111 modified "2023-09-27" @default.
• W1556960111 title "Bayesian Computation and Model Selection in Population Genetics" @default.
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