Chunk #55 — Online Methods — Generate data-driven covariance matrices Uk.

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Flexible statistical methods for estimating and testing effects in genomic studies with multiple conditions.

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Given this matrix factorization, we use the EM algorithm to fit the mixture model (eq. 5) with K = 3, in which the three matrices Uk are initialized as follows: