calculate the karl pearson's coefficient of correlation from the following data x = 10 , 12 , 18 , 24 , 23 , 27 ; y = 13 , 18 , 12 , 25 , 30 , 10
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Answers
Concept
Karl pearson's coefficient of correlation is the linear coefficient correlation in the value range -1 to 1
Given
The data of X and Y are given
Find
We need to find karl pearson coefficient
Solution
The data of X and Y are given
Where we need to find the Data of XY
So , the data of XY are shown below
XY - 130 , 216 , 216 , 600,690,270
The total value of XY =2122
That means Sigma XY = 2122
Where the number of the observation is 6
hence N =6
The total value of X = sigma X = 114
The total value of Y = sigma Y = 108
X^2= 2402
Y^2 = 2262
r =
=
= 0.25
Hence 0.25 is the Karl pearson's coefficient.
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Answer:
0.25
Explanation:
Karl Pearson's coefficient of correlation will range from -1 to 1
We are given a data range for the X and Y variable
First we need to multiply them correspondingly to obtain XY
XY - 130 , 216 , 216 , 600,690,270
In addition total value is 2122
Total Value is also called Sigma
As the total no. of observations is 6
Thus, N=6
Sigma X= 114
Sigma Y= 108
Upon Squaring,
= 2402
= 2262
r=
r= 0.25
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