A class of asymptotically normal degenerate quasi U -statistics

Annals of the Institute of Statistical Mathematics(2010)

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摘要
Some quasi U -statistics, unlike other variants of U -statistics, arising in distance based tests for homogeneity of groups, have first-order stationary kernels of degree 2, and yet they enjoy asymptotic normality under suitable hypotheses of invariance. Central limit theorems for a more general class of quasi U -statistics with possibly higher order stationarity (and degree) are formulated with the aid of appropriate martingale (array) characterizations as well as permutational invariance structures.
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关键词
Genomics,Hamming distance,Martingale,Orthogonal system,Permutation measure,Second-order asymptotics,Higher order decomposability
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