Avoiding spurious findings of nonrandom social structure in association data

Researchers studying animal societies often begin by testing whether a population shows nonrandom social structure, by comparing observed social associations with the predictions of a null model. Association data comprises observations of individuals in groups, which are observed through repeated surveys. Each survey is conducted on a discrete occasion, for example, within 1 day or 1 week. Current null models randomize the interactions among …