Question: Which of the following is a common assumption made by linear regression models?

Options:

1. The relationship between variables is non-linear
2. The residuals are normally distributed
3. The predictors are categorical
4. There is no multicollinearity among predictors

Correct Answer: The residuals are normally distributed

Solution:

One common assumption of linear regression is that the residuals (errors) are normally distributed.