Given a positive integer and a prime power , we estimate the probability that the characteristic polynomial of a random matrix in is square-free with (monic) irreducible factors when is large. We also estimate the analogous probability that has irreducible factors counting with multiplicity. In either case, the main term and the error term , whose implied constant only depends on but not on nor , coincide with the probability that a random permutation on letters is a product of disjoint cycles. The main ingredient of our proof is a recursion argument due to S. D. Cohen, which was previously used to estimate the probability that a random degree monic polynomial in is square-free with irreducible factors and the analogous probability that the polynomial has irreducible factors counting with multiplicity. We obtain our result by carefully modifying Cohen’s recursion argument in the matrix setting, using Reiner’s theorem that counts the number of matrices with a fixed characteristic polynomial over .

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