We prove new statistical results about the distribution of the cokernel of a random integral matrix with a concentrated residue. Given a prime and a positive integer , consider a random matrix over the ring of -adic integers whose entries are independent. Previously, Wood showed that regardless of the distribution of , as long as each entry of is not too concentrated on a single residue modulo , the distribution of the cokernel of , up to isomorphism, weakly converges to the Cohen–Lenstra distribution, as . In this paper, we consider the case when has a concentrated residue so that , where is a random matrix over . We show that for every fixed and a non-constant monic polynomial , we can explicitly compute the distribution of when is a Haar-random matrix. Using this, we also show that for specific choices of a much wider class of random matrices gives the same distribution of . For the Haar-random , we deduce our result from an interesting equidistribution result for matrices over , which we prove by establishing a version of the Weierstrass preparation theorem for the noncommutative ring of matrices over .

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