Article

Variational Inference of Population Structure in Large SNP Datasets

2013-12-02

Abstract excerpt

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. Here, we develop efficient algorithms for approximate inference of the model underlying the STRUCTURE program using a variational Bayesian framework. Variational methods pose the...

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Literature Corpus work: a4ed497d-d9a7-52ba-8c1f-a82eca116c57
DOI: 10.1101/001073

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