The article demonstrates the use of CDFs and kernel density estimates for visualizing frequency distributions in ecology, highlighting their advantages over simple histograms.
Beyond simple histograms there are two basic methods for visualizing frequency distributions. Kernel density estimation is basically a generalization of the idea behind histograms.
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Ethan P. White (2009) studied this question.
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