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Tools for estimating population structure from genetic data are now used in a wide variety of applications in population genetics. However, inferring population structure in large modern data sets imposes severe computational challenges.
(Raj et al., 2014) fastSTRUCTURE: variational inference of population structure in large SNP data sets. Genetics.