Explicit multivariate bounds of Chebyshev type

Abstract. In the paper, Chebyshev type upper bounds are presented for the probability that a random vector \(X\) falls outside of an ellipsoid, in terms of the mean and variance of \(X\). Our inequalities are better than those found in the literature.