Chunk #107 — Results — Comparison with STRUCTURE

Source: Population structure and eigenanalysis.
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On the other hand, eigenanalysis has advantages over STRUCTURE. First, it is fast and simple, and second, it provides a formal test for the number of significant axes of variation.