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Let , and be a singular or fractional integral operator with homogeneous kernel . In this article, a CMO type space is introduced and studied. In particular, the relationship between ${\rm CMO}\alpha(\mathbb R^n)Lip\alpha(\mathbb R^n)$ is discussed. Moreover, a necessary condition of restricted boundedness of the iterated commutator on weighted Lebesgue spaces via functions in , and an equivalent characterization of the compactness for via functions in ${\rm CMO}_\alpha(\mathbb R^n)$ are obtained. Some results are new even in the unweighted setting for the first order commutators.

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