Target Exam

CUET

Subject

-- Applied Mathematics - Section B2

Chapter

Numbers, Quantification and Numerical Applications

Question:

Which of the following are normal equations to fit a straight line trend $y = a + bx$ by the method of least squares?

Options:

$∑y=a∑x+b∑x^2, ∑xy=a∑x+b∑y^2$

$∑y=na+b∑x,∑xy=a∑x+b∑x^2$

$∑xy=na+b∑x,∑xy=na+b∑x^2$

$∑x=na+b∑y^2,∑y=a∑x+b∑y^2$

Correct Answer:

$∑y=na+b∑x,∑xy=a∑x+b∑x^2$

Explanation:

The correct answer is Option (2) → $∑y=na+b∑x,∑xy=a∑x+b∑x^2$

For fitting a straight line $y = a + bx$ using the method of least squares, the normal equations are:

$\sum y = na + b \sum x$

$\sum xy = a \sum x + b \sum x^2$

Answer: ∑y = na + b∑x, ∑xy = a∑x + b∑x²