A Central Limit Theorem For Incomplete U-Statistics Over Triangular Arrays

BRAZILIAN JOURNAL OF PROBABILITY AND STATISTICS(2021)

引用 3|浏览1
暂无评分
摘要
We analyze the fluctuations of incomplete U-statistics over a triangular array of independent random variables. We give criteria for a Central Limit Theorem (CLT, for short) to hold in the sense that we prove that an appropriately scaled and centered version of the U-statistic converges to a normal random variable. Our method of proof relies on a martingale CLT. An application, a CLT for the hitting time for random walks on random graphs, will be presented in Lowe and Terveer (2020).
更多
查看译文
关键词
Central Limit Theorem, U-statistics, incomplete U-statistics, triangular arrays
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