The Distribution of Vector-Valued Rademacher Series

Let X = P "nxn be a Rademacher series with vector-valued coefficients. We obtain an approximate formula for the distribution of the random variable ||X|| in terms of its mean and a certain quantity derived from the K-functional of inter- polation theory. Several applications of the formula are given.