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Orthogonal Decompositions and Functional Limit Theorems for Random Graph Statistics Book PDF Summary

We define an orthogonal basis in the space of real-valued functions of a random graph, and prove a functional limit theorem for this basis. Limit theorems for other functions then follow by decomposition. The results include limit theorems for the two random graph models [italic]G[subscript italic]n, [subscript italic]p and [italic]G[subscript italic]n, [subscript italic]m as well as functional limit theorems for the evolution of a random graph and results on the maximum of a function during the evolution. Both normal and non-normal limits are obtained. As examples, applications are given to subgraph counts and to vertex degrees.

Detail Book of Orthogonal Decompositions and Functional Limit Theorems for Random Graph Statistics PDF

Orthogonal Decompositions and Functional Limit Theorems for Random Graph Statistics
  • Author : Svante Janson
  • Release : 19 September 1994
  • Publisher : American Mathematical Soc.
  • ISBN : 9780821825952
  • Genre : Mathematics
  • Total Page : 90 pages
  • Language : English
  • PDF File Size : 14,5 Mb

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