5 research outputs found
Concentration Inequalities for Bounded Random Vectors
We derive simple concentration inequalities for bounded random vectors, which
generalize Hoeffding's inequalities for bounded scalar random variables. As
applications, we apply the general results to multinomial and Dirichlet
distributions to obtain multivariate concentration inequalities.Comment: 9 pages, no figure