A Non-Parametric Perspective on the Analysis of Massive Networks

This dissertation develops an inferential framework for a highly non-parametric class of network models called graphons, which are the limit objects of converging sequences in the theory of dense graph limits. The theory, introduced by Lovász and co-authors, uses structural properties of very large...

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Bibliographic Details
Main Author: Costa, Thiago
Other Authors: Airoldi, Edoardo
Format: Others
Language:en
Published: Harvard University 2015
Subjects:
Online Access:http://nrs.harvard.edu/urn-3:HUL.InstRepos:17467341