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Moderate deviations of subgraph counts in the Erdős-Rényi random graphs G(n,m) and G(n,p)

Abstract:
The main contribution of this article is an asymptotic expression for the rate associated with moderate deviations of subgraph counts in the Erdős-Rényi random graph G(n,m). Our approach is based on applying Freedman's inequalities for the probability of deviations of martingales to a martingale representation of subgraph count deviations. In addition, we prove that subgraph count deviations of different subgraphs are all linked, via the deviations of two specific graphs, the path of length two and the triangle. We also deduce new bounds for the related G(n,p) model.
Publication status:
Published
Peer review status:
Peer reviewed

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Publisher copy:
10.1090/tran/8117

Authors

More by this author
Institution:
University of Oxford
Division:
MPLS
Department:
Statistics
Sub department:
Statistics
Role:
Author
ORCID:
0000-0003-2750-6848
More by this author
Institution:
University of Oxford
Division:
MPLS
Department:
Mathematical Institute
Sub department:
Mathematical Institute
Role:
Author


Publisher:
American Mathematical Society
Journal:
Transactions of the American Mathematical Society More from this journal
Volume:
373
Issue:
2020
Pages:
5517-5585
Publication date:
2020-05-26
Acceptance date:
2020-02-03
DOI:
EISSN:
1088-6850
ISSN:
0002-9947


Language:
English
Keywords:
Pubs id:
976067
Local pid:
pubs:976067
Deposit date:
2020-02-08
ARK identifier:

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