Asymptotic Poisson distributions with applications to statistical analysis of graphs

Asymptotic Poisson distributions with applications to statistical analysis of graphs

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Article ID: iaor1989678
Country: United Kingdom
Volume: 20
Issue: 2
Start Page Number: 315
End Page Number: 330
Publication Date: Jun 1988
Journal: Advances in Applied Probability
Authors:
Abstract:

Various types of graph statistics for graphs and digraphs are presented as numerators of incomplete U-statistics, with symmetric and asymmetric kernels, respectively. Thus, asymptotic Poisson limits of these statistics are provided by using limit theorems for the sums of dissociated random variables. Several applications to statistical analysis of graphs are given.

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