In this paper, we extend the class of admissible functions for the trace formula of the second order in the self-adjoint, unitary, and contraction cases for a perturbation in the Hilbert-Schmidt class by assuming a certain factorization of the divided difference . This class is the natural one to ensure that the second order Taylor remainder is a trace class operator. It encompasses all the classes of functions for which the trace formula was previously known. Secondly, for a Schatten -perturbation, , we prove general modified trace formulas for every -times differentiable functions with bounded -th derivative in the self-adjoint and unitary cases and for every such that and its derivatives are in the disk algebra in the contraction case.

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