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...

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Detalles Bibliográficos
Autores principales: Chan, Kwun Chuen Gary, Han, Jinhui, Kennedy, Adrian Patrick, Yam, Sheung Chi Phillip
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Research Article
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

Internet

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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