Effects of Multicollinearity on Regression

Regression · Medium · Free problem
In standard linear regression, multicollinearity (high correlation among predictors) is present. Which of the following quantities are typically affected? 1. Variance of the fitted regression coefficients 2. $t$-statistics for individual coefficients 3. Sum of squared residuals (SSR) 4. $R^2$ For each, explain whether it is affected and why.

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