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On Exchangeability in Network Models.
- Source :
-
Journal of Algebraic Statistics . 2019, Vol. 10 Issue 1, p85-114. 30p. - Publication Year :
- 2019
-
Abstract
- We derive representation theorems for exchangeable distributions on finite and infinite graphs using elementary arguments based on geometric and graph-theoretic concepts. Our results elucidate some of the key differences, and their implications, between statistical network models that are finitely exchangeable and models that define a consistent sequence of probability distributions on graphs of increasing size. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 13093452
- Volume :
- 10
- Issue :
- 1
- Database :
- Academic Search Index
- Journal :
- Journal of Algebraic Statistics
- Publication Type :
- Academic Journal
- Accession number :
- 136549115
- Full Text :
- https://doi.org/10.18409/jas.v10i1.73