Like correlation, regression cannot prove causal direction of a relation between two variables.

Name: Like correlation, regression cannot prove causal direction of a relation between two variables.
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Question

Quizplus · Accepted Answer

Regression analysis can demonstrate association and the strength of that association, but it cannot determine which variable is causing the change in the other variable. Other methods, such as experimental design or longitudinal studies, may be necessary to establish causality.

Like Correlation, Regression Cannot Prove Causal Direction of a Relation