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Inspired by the works of L. Carlitz and Z.-W. Sun on cyclotomic matrices, in this paper, we investigate certain cyclotomic matrices involving Gauss sums over finite fields, which can be viewed as finite field analogues of certain matrices related to the Gamma function. For example, let be an odd prime power with prime and . Let and let be a generator of the group of all mutiplicative characters of the finite field . For the Gauss sum we prove that where

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