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The well-known formulas for gradient matrices can be applied only when the elements of the matrix are independent 1,2. In this note, the author derives gradient formulas for two important types of element dependency: symmetry and skew symmetry. Application is made to the sensitivity analysis of optimal estimation systems.
John Brewer (Fri,) studied this question.