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A framework to evaluate whether to pool or separate behaviors in a multilayer network

Current Zoology 2021年第1期67卷 101-111页

作者： Annemarie VAN DER MAREL Sanjay PRASHER Chelsea CARMINITO Claire L.O'CONNELL Alexa PHILLIPS Bryan M.KLUEVER Elizabeth A.HOBSON Department of Biological Sciences University of CincinnatiCincinnatiOH45221USA United States Department of Agriculture Wildlife ServicesNational Wildlife Research CenterFlorida Field StationGainesvilleFL32641USA

A multilayer network approach combines different network layers,which are connected by interlayer edges,to create a single mathematical *** networks can contain a variety of information types and represent different aspects of a ***,the process for selecting which information to include is not always *** data on 2 agonistic behaviors in a captive population of monk parakeets(Myiopsitta monachus),we developed a framework for investigating how pooling or splitting behaviors at the scale of dyadic relationships(between 2 individuals)affects individual-and group-level social *** designed 2 reference models to test whether randomizing the number of interactions across behavior types results in similar structural patterns as the observed *** the behaviors were correlated,the first reference model suggests that the 2 behaviors convey different information about some social properties and should therefore not be ***,once we controlled for data sparsity,we found that the observed measures corresponded with those from the second reference ***,our initial result may have been due to the unequal frequencies of each ***,our findings support pooling the 2 *** of how selected measurements can be affected by data properties is warranted,but nonetheless our framework disentangles these efforts and as a result can be used for myriad types of behaviors and *** framework will help researchers make informed and data-driven decisions about which behaviors to pool or separate,prior to using the data in subsequent multilayer network analyses.

关键词： behavioral interactions monk parakeet Myiopsitta monachus network analysis social context social relationships

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