Question

The objective of Linear regression is to __________ (d1 + d2 + d3 + d4) where d1, d2, d3 and d4 represents the sum of squared vertical distances between observed and predicted values respectively.

Answer 1

Answer:

Hello! you're answer is Minimize.

Explanation:

Hope it helps! :)

Answer 2

• As we know that the objective of linear regression is to minimize the sum of the square of residuals.

• We can find out an estimated line that is as close as possible to the true line.

• For this, we just need to minimize the distance between the true line and the estimated line.
• So that the objective of Linear regression is to minimize (d1 + d2 + d3 + d4) where d1, d2, d3, and d4 represent the sum of squared vertical distances between observed and predicted values respectively.