A class of asymptotically normal degenerate quasi U -statistics
Annals of the Institute of Statistical Mathematics(2010)
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.
更多查看译文
关键词
Genomics,Hamming distance,Martingale,Orthogonal system,Permutation measure,Second-order asymptotics,Higher order decomposability
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要