Generating random correlation matrices by the simple rejection method: Why it does not work

We derive exact and asymptotic formulas for the probability that a symmetric n×nn×n matrix with unit diagonal and upper diagonal elements i.i.d. uniform on (−1,1)(−1,1) is positive definite (and thus a “random correlation matrix”): this is almost never the case for n≥6n≥6.