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Calculate the correlation coefficient, r, for the data below.

User Buser
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1 Answer

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This question is incomplete, the complete question is;

Calculate the correlation coefficient, r, for the data below.

X = -10 -8 -1 -4 -6 -7 -5 -3 -2 -9

Y = -15 -13 4 -4 -7 -11 -6 -2 1 -13

Answer: the correlation coefficient, r, for the data is 0.9896

Explanation:

Given the data in the question;

correlation coefficient r = ?

we know that, C_Coeff is;

r = [ (Zn(∑xy) - (∑x)(∑y) ] / [ √[( n∑x² - (∑x)²) ( n∑y² - (∑y)²)] ]

so ;

X Y X² Y² XY

-10 -15 100 225 150

-8 -13 64 169 104

-1 4 1 16 -4

-4 -4 16 16 16

-6 -7 36 49 42

-7 -11 49 121 77

-5 -6 25 36 30

-3 -2 9 4 6

-2 1 4 1 -2

-9 -13 81 169 117

∑ -55 -66 385 806 536

now we substitute our values into the formula

r = [ (10×536 - (-55)(-66) ] / [ √[( 10×385 - (-55)²) ( 10×806 - (-66)²)] ]

r = 1730 / √( 825 × 3704 )

r = 1730 / √3055800

r = 1730 / 1748.0846

r = 0.9896

Therefore the correlation coefficient, r, for the data is 0.9896

User Rndmcnlly
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