Chunk #143 — Discussion — The Spectrum of the Covariance Matrix

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Population structure and eigenanalysis.

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3. has for each k (1 ≤ k ≤ K), M(k) − 1 eigenvalues equal to 1 − τk. (We will call these the small eigenvalues.)