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General sva estimation framework. In this general framework, Step 1 allows for transformations specific to different data types, Step 2 allows for either estimating or defining the probabilities of being affected by unknown artifacts but not known variables and Step 4 allows for a variety of matrix decompositions and factor analysis approaches.
