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  • 标题:On approximation theorems for the Euler characteristic with applications to the bootstrap
  • 本地全文:下载
  • 作者:Johannes Krebs ; Benjamin Roycraft ; Wolfgang Polonik
  • 期刊名称:Electronic Journal of Statistics
  • 印刷版ISSN:1935-7524
  • 出版年度:2021
  • 卷号:15
  • 期号:2
  • 页码:4462-4509
  • DOI:10.1214/21-EJS1898
  • 语种:English
  • 出版社:Institute of Mathematical Statistics
  • 摘要:We study approximation theorems for the Euler characteristic of the Vietoris-Rips and Čech filtration. The filtration is obtained from a Poisson or binomial sampling scheme in the critical regime. We apply our results to the smooth bootstrap of the Euler characteristic and determine its rate of convergence in the Kantorovich-Wasserstein distance and in the Kolmogorov distance.
  • 关键词:60B10; 60D05; 60F05; 62F40; Binomial process; bootstrap; Čech complex; critical regime; Euler characteristics; functional central limit theorem; Normal approximation; Poisson process; Random geometric complexes; smooth bootstrap; Stochastic geometry; topological data analysis; weak convergence
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