Irreducibility of Newton strata in GU(1,n-1) Shimura varieties

Let L be a quadratic imaginary field, inert at the rational prime p. Fix an integer n at least 3, and let M be the moduli space (in characteristic p) of principally polarized abelian varieties of dimension n equipped with an action by O_L of signature of (1,n-1). We show that each Newton stratum of M, other than the supersingular stratum, is irreducible.