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This note corrects some serious errors in the first-order perturbationanalysis of singular vectors as published by G.W. Stewart in his book "MatrixAlgorithms Volume II: Eigensystems", SIAM, 2001.

Correction of Errors in the First-Order Perturbation Expansions of Singular Vectors