论文标题

关于Euler特征的近似定理,并应用于引导程序

On approximation theorems for the Euler characteristic with applications to the bootstrap

论文作者

Krebs, Johannes, Roycraft, Benjamin, Polonik, Wolfgang

论文摘要

我们研究了越野河和CECH过滤的欧拉特征的近似定理。过滤是从关键制度中的泊松或二项式采样方案获得的。我们将结果应用于Euler特征的平滑引导程序,并确定其在Kantorovich-Wasserstein距离和Kolmogorov距离中的收敛速率。

We study approximation theorems for the Euler characteristic of the Vietoris-Rips and Cech 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.

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