publication . Article . 2017

Graph sampling

L.-C. Zhang; M. Patone;
Open Access English
  • Published: 01 Dec 2017
  • Country: United States
Abstract
We synthesise the existing theory of graph sampling. We propose a formal definition of sampling in finite graphs, and provide a classification of potential graph parameters. We develop a general approach of Horvitz–Thompson estimation to T-stage snowball sampling, and present various reformulations of some common network sampling methods in the literature in terms of the outlined graph sampling theory.
Subjects
free text keywords: Statistics and Probability
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