Asymptotic normality of the trace for a class of distributions on orthogonal matrices

Abstract

This paper proves that the trace of the random orthogonal matrices generated by the QR procedure on a matrix with independent identically distributed entries is asymptotically standard normal. This generalizes a well known result of Diaconis and Mallows (1990). A more general case is considered and open problems are suggested.