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Nonlinear association refers to a relationship between two variables where changes in one variable do not produce proportional changes in the other. Unlike linear associations, which can be represented with a straight line, nonlinear associations may exhibit curves or other complex patterns. This type of relationship can be identified through various statistical methods and is important in fields like economics, Biology, and Social Sciences, where interactions are often more intricate than simple linear models can capture.

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