建立在标记点过程上的随机滤波复体持久图的极限定理

IF 0.7 Q3 STATISTICS & PROBABILITY Modern Stochastics-Theory and Applications Pub Date : 2021-03-16 DOI:10.15559/22-vmsta214
T. Shirai, K. Suzaki
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引用次数: 3

摘要

考虑了在欧几里德空间上建立在标记点过程上的随机滤波复形。这些过滤复合体的例子包括过滤$\check{\text{C}}$ech复合体,这些复合体具有不同的大小、生长和形状。当观察标记点过程的凸窗口的大小趋于无穷大时,建立了持久图的大数定律。
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A limit theorem for persistence diagrams of random filtered complexes built over marked point processes
Random filtered complexes built over marked point processes on Euclidean spaces are considered. Examples of these filtered complexes include a filtration of $\check{\text{C}}$ech complexes of a family of sets with various sizes, growths, and shapes. The law of large numbers for persistence diagrams is established as the size of the convex window observing a marked point process tends to infinity.
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来源期刊
Modern Stochastics-Theory and Applications
Modern Stochastics-Theory and Applications STATISTICS & PROBABILITY-
CiteScore
1.30
自引率
50.00%
发文量
0
审稿时长
10 weeks
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