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We present a systematic study of -Davis–Wielandt radius estimates for elements in a unital -algebra through an Orlicz function approach. We derive novel bounds for the algebraic -Davis–Wielandt radius and further obtain estimates for the classical algebraic Davis–Wielandt radius via polar decomposition and the Moore–Penrose inverse. The results obtained in this work extend, generalize, and unify a variety of established inequalities in the literature as special cases.

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