Target Exam

CUET

Subject

-- Applied Mathematics - Section B2

Chapter

Index Numbers and Time Based Data

Question:

If $y = a+b (x- 2005) $ fits the time series date

x(year): 2003 2004 2005 2006 2007
y(yield in tons): 6 13 17 20 24

Then the value of a + b is :

Options:

16

20.3

43

80.3

Correct Answer:

20.3

Explanation:

The correct answer is Option (2) → 20.3

The equations for a  and b in a simple regression model.

$b=\frac{∑ty}{∑t^2},a=\frac{∑y}{n}$

$∑y=6+13+17+20+24=80$

$∑t=(-2)+(-1)+0+1+2=0$

$∑ty=(-2)(6)+(-1)(13)+(0)(17)+(1)(20)+(2)(24)=43$

$∑t=(-2)^2+(-1)^2+(0)^2+(1)^2+(2)^2=10$

$b=\frac{∑ty}{∑t^2}=\frac{43}{10}=4.3$

$a=\frac{∑y}{n}=\frac{80}{5}=16$

$∴a+b=20.3$