What does it mean when we say that the regression line is the least squares line
ID: 3355655 • Letter: W
Question
What does it mean when we say that the regression line is the least squares line?
The sum of squares of the vertical _______ the regression line is the least among all possible lines.
Explanation / Answer
Correct option:
The sum of the squares of the vertical deviations of the actual data from the regression line is least among all possible lines.
EXPLANATION:
The least square regression works by making the total of the squares of the errors (called residuals) as small as possible.