#### 21) What are the drawbacks of the linear model?

- The assumption of linearity is that, it assumes a linear relationship or a straight-line relationship between dependent and independent variables which doesn’t hold true all the time.
- It cannot be used for count outcomes or binary outcomes.
- There are overfitting problems that it can’t solve.
- It assumes that data is independent which is usually but not always true.