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Testing network autocorrelation without replicates
In this paper, we propose a portmanteau test for whether a graph-structured network dataset without replicates exhibits autocorrelation across units connected by edges. Specifically, the well known Ljung-Box test for serial autocorrelation of time series data is generalized to the network setting us...
Autores principales: | Chan, Kwun Chuen Gary, Han, Jinhui, Kennedy, Adrian Patrick, Yam, Sheung Chi Phillip |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9632870/ https://www.ncbi.nlm.nih.gov/pubmed/36327270 http://dx.doi.org/10.1371/journal.pone.0275532 |
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