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Research on behavioural syndromes (consistent individual differences in suites of correlated behaviours) requires formal statistical methods to describe and compare syndrome structures. We detail the shortcomings of current methods aimed at describing variation in behavioural syndromes, such as multiple pairwise correlations and principal components analysis (PCA). In their place we propose an alternative...