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We study decompositions of operator measures and more general sesquilinear form measures into linear combinations of positive parts, and their diagonal vector expansions. The underlying philosophy is to represent as a trace class valued measure of bounded variation on a new Hilbert space related to . The choice of the auxiliary Hilbert space fixes a unique decomposition with certain properties, but this choice itself is not canonical. We present relations to Naimark type dilations and direct integrals.

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