On Exchangeability in Network Models
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- OA-On Exchangeability in Network Models
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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.
Original language | English |
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Journal | Journal of Algebraic Statistics |
Volume | 10 |
Issue number | 1 |
Pages (from-to) | 85-114 |
ISSN | 1309-3452 |
DOIs | |
Publication status | Published - 12 Apr 2019 |
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