Weak invariance principles for weightedU-statistics |
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Authors: | Thomas Mikosch |
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Affiliation: | (1) ISOR, Victoria University of Wellington, Wellington, New Zealand |
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Abstract: | We prove that the distribution of a properly normalized weightedU-statisticUn in i.i.d. random variables is close 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 asn. 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. |
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Keywords: | WeightedU-statistics independent identically distributed random variables weak invariance principle degenerateU-statistics |
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