64.0k views
19 votes
Calculate the correlation coefficient, r, for the data below.

User Buser
by
8.1k points

1 Answer

10 votes

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
by
9.3k points

No related questions found

Welcome to QAmmunity.org, where you can ask questions and receive answers from other members of our community.

9.4m questions

12.2m answers

Categories