Article
Using Network Methodology to Infer Population Substructure.
PloS one - 1 Jan 2015
Prokopenko Dmitry, Hecker Julian, Silverman Edwin, Nöthen Markus M, Schmid Matthias, Lange Christoph, Loehlein Fier Heide
Abstract excerpt
One of the main caveats of association studies is the possible affection by bias due to population stratification. Existing methods rely on model-based approaches like structure and ADMIXTURE or on principal component analysis like EIGENSTRAT. Here we provide a novel visualization technique and describe the problem of population substructure from a graph-theoretical point of view. We group the sequenced...
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