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Abstract The performance of robust principal component analysis (RPCA), detrended correspondence analysis (DCA) and non‐metric multidimensional scaling (NMDS) with two demersal fish data sets were assessed in terms of their stability to bootstrap‐generated sample variation and the method’s ability to reflect a well‐known depth gradient. Stability was assessed for both species and site orderings and...