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A class of asymptotically normal degenerate quasi <Emphasis Type="Italic">U</Emphasis>-statistics
Authors:Aluísio Pinheiro  Pranab Kumar Sen  Hildete P Pinheiro
Institution:1.Departamento de Estatística,Universidade Estadual de Campinas, Cidade Universitária Zeferino Vaz,Campinas,Brazil;2.Department of Biostatistics and Statistics and Operations Research,School of Public Health, UNC at Chapel Hill,Chapel Hill,USA
Abstract: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.
Keywords:
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