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Multi-criteria decision-making (MCDM) techniques play a crucial role in solving real-life problems with imprecision and uncertainty. The p, q, r-spherical fuzzy rough set (p, q, r-SFRS) is an important development over FS theory for flexible representation of hesitancy, membership, and non-membership degrees. In this paper, we present a nuanced decision-making approach named confidence levels. Moreover, p, q, r-spherical fuzzy rough Einstein Bonferroni (
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