IMTS BBA (Business mathematics & statistics)

Page 67

BUSINESS MATHEMATICS & STATISTICS

64

Example Find out regression equation from the following data for 7 fishes of a species : X

13.4

15.1

15.3

16.8

17.5

19.2

21.2

Y

2.1

2.3

2.3

2.6

2.7

3.0

3.3

Solution : The following table is prepared first : 2

X

Y

X.Y

X

13.4

2.1

28.14

179.56

15.1

2.3

24.73

228.01

15.3

2.3

35.19

234.09

16.8

2.6

43.68

282.24

17.5

2.7

47.25

306.25

19.2

3.0

57.6

368.64

21.2

3.3

69.96

449.44

∑ X = 118.5

∑ Y = 18.3

∑ X.Y = 316.55

∑ y = ∑ x.a + ∑ x.b

or y = a + bx

Equation (i)

Equation (ii)

∑ xy = ∑ x.a + ∑ x .b or xy = x.a + b.x 2

∑X

2

= 2048.23

2

Putting the values in the above formula :

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