Decoupling inequalities for the tail probabilities of multivariate u-statistics

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Decoupling inequalities for the tail probabilities of multivariate u-statistics

Please use this identifier to cite or link to this item: http://hdl.handle.net/10355/9759

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Title: Decoupling inequalities for the tail probabilities of multivariate u-statistics
Author: De la Peña, Víctor; Montgomery-Smith, Stephen, 1963-
Keywords: Bernoulli random variables
Date: 2011-01-27
Abstract: In this paper we present a decoupling inequality that shows that multivariate U-statistics can be studied as sums of (conditionally) independent random variables. This result has important implications in several areas of probability and statistics including the study random graphs and multiple stochastic integration.
URI: http://hdl.handle.net/10355/9759

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  • Mathematics publications (MU) [119]
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