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Improving the Robustness of Phylogenetic Independent Contrasts: Addressing Abrupt Evolutionary Shifts with Outlier- and Distribution-Guided Correlation

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Traditional phylogenetically aware correlation methods perform well under gradual evolutionary processes. However, abrupt evolutionary shifts-or macroevolutionary jumps, characteristic of punctuated evolution-can produce extreme phylogenetically independent co... ...