Effects of Multicollinearity on Regression
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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