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Regression

A statistical technique for estimating the relationship between a dependent variable and one or more independent variables.

Simple linear regression fits a line minimizing the sum of squared residuals. The slope is interpreted as the expected change in Y for a one-unit change in X, holding everything else constant. R² measures the share of variance in Y explained by the regression — but a high R² does not validate the model’s assumptions or its causal direction.

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