calculate the coefficient of correlation using Karl Pearson's formula of the series given below. X 10 , 12 , 15 , 23 , 20. Y 14 , 17 , 23 , 25 , 21
Answers
Given :
X 10 , 12 , 15 , 23 , 20.
Y 14 , 17 , 23 , 25 , 21
To find : the coefficient of correlation using Karl Pearson's formula
Solution:
X 10 , 12 , 15 , 23 , 20
Mean = (10 + 12 + 15 + 23 + 20)/5 = 16
Y 14 , 17 , 23 , 25 , 21
Mean = (14 + 17 + 23 + 25 + 21)/5 = 20
X Y X - 16 Y-20 (X - 16)² (Y - 20)² (X-16)(Y-20)
10 14 -6 -6 36 36 36
12 17 -4 -3 16 9 12
15 23 -1 3 1 9 -3
23 25 7 5 49 25 35
20 21 4 1 16 1 4
118 80 84
r = ∑ (X - )(Y - ) / √∑(X - )²∑(Y - )²
=> r = 84 / √(118)80
=> r = 0.8646
coefficient of correlation using Karl Pearson's formula = 0.8646
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Answer:
calculate the co_efficient using karl person formula of the series given below