Intro to Econometrics
Multicollinearity occurs when two or more independent variables in a regression model are highly correlated, leading to difficulties in estimating the relationship between each independent variable and the dependent variable. This correlation can inflate the variance of the coefficient estimates, making them unstable and difficult to interpret. It impacts various aspects of regression analysis, including estimation, hypothesis testing, and model selection.
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