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COLLIN , François‐david

Last name: COLLIN

First name: François‐david

November 2021 (v1)

Journal article

Metadata-only

Extending Approximate Bayesian Computation with Supervised Machine Learning to infer demographic history from genetic polymorphisms using DIYABC Random Forest

Collin, François‐david Durif, Ghislain Raynal, Louis

Simulation-based methods such as Approximate Bayesian Computation (ABC) are well-adapted to the analysis of complex scenarios of populations and species genetic history. In this context, supervised machine learning (SML) methods provide attractive statistical solutions to conduct efficient inferences about scenario choice and parameter...

Uploaded on: December 4, 2022