Chunk #12 — METHODS — SPECTRAL CLUSTERING

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Discovering genetic ancestry using spectral graph theory.

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In other words, a simple transformation of the PCA kernel. Directly thresholding H at 0 guarantees nonnegative weights but creates a skewed distribution of weights. To address this problem, we have added a square-root transformation for more symmetric weight distributions.