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Linearly Related
Variables are linearly related if there is a consistent linear relationship between them, indicated by a straight-line graph.
Multicollinearity
A statistical phenomenon in which two or more predictor variables in a multiple regression model are highly correlated, potentially affecting the stability of the model.
Linear Regression
A statistical method to model the relationship between a dependent variable and one or more independent variables by fitting a linear equation to observed data.
Predictor Variables
Variables in statistical models that are used to predict or explain changes in a dependent variable.
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