Simpson’s Paradox can be confusing, even for experienced data analysts. It occurs when a trend that appears within different groups of data reverses or disappears when those groups are combined. In this article, we’ll explore the paradox using a kidney stone treatment example, demonstrate why it’s misleading, and outline how you can avoid being fooled in your own analyses.
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