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Weak invariance principles for weightedU-statistics
Authors:Thomas Mikosch
Affiliation:(1) ISOR, Victoria University of Wellington, Wellington, New Zealand
Abstract:We prove that the distribution of a properly normalized weightedU-statisticUn in i.i.d. random variables is ldquocloserdquo to the distribution of a certain functionVn in i.i.d. standardized Gaussian random variables in the sense that their Lévy-Prokhorov distance tends to zero asnrarrinfin. This property is then used to determine the limit laws ofUn under special assumptions on the kernel function. This generalizes a method due to Rotar' who proved similar results for random multilinear forms.
Keywords:WeightedU-statistics  independent identically distributed random variables  weak invariance principle  degenerateU-statistics
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