Which of the following assumptions do we make while deriving linear regression parameters?

A. 1,2 and 3.

B. 1,3 and 4.

C. 1 and 3.

D. All of above.

Solution: D

When deriving regression parameters, we make all the four assumptions mentioned above. If any of the assumptions is violated, the model would be misleading.