From the following table, calculate the coefficient of correlation by karl Pearson’s Method: X 6 2 10 4 8 Y 9 11 -- 8 7 Arithmetic means of X and Y series are 6 and 8 respectively
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Answer:
Corrected ∑x=125−6−8+8+6=125
Corrected ∑y=100−14−6+12+8=100
Corrected ∑x
2
=650−(6)
2
−(8)
2
+(6)
2
+(8)
2
=650
Corrected ∑y
2
=460−(14)
2
−(6)
2
+(12)
2
+(8)
2
=436
Corrected ∑xy=508−6×18−8×6+8×12+6×8=520
The formula for Pearson product moment correlation is
r=
[n∑x
2
−(∑x)
2
][n∑y
2
−(∑y)
2 ]
n∑xy−(∑x)(∑y)
=
[25×650−(125)
2 ]
[25×436−(100)
2 ]
25×520−125×100
=
[16250−15625][10900−10000]
13000−12500
=
[625][900]
500
=
(25)(30)
500
=
3
2
=0.667
Explanation:
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