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2013-08-30
Concentration Inequalities for Bounded Random Vectors
Xinjia Chen
文献摘要
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.
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