Question

In: Statistics and Probability

A researcher measures the relationship between Internet use (hours per week) and social interaction (hours per...

A researcher measures the relationship between Internet use (hours per week) and social interaction (hours per week) in a sample of 10 students. The following table lists the hypothetical results of this study.

Internet Use Social Interaction
X Y
6 5
7 5
4 7
8 7
13 5
4 8
4 3
6 4
1 10
11 2

(a) Compute the Pearson correlation coefficient. (Round your answer to three decimal places.)
  
(b) Compute the coefficient of determination. (Round your answer to three decimal places.)

Solutions

Expert Solution

Solution :

X Y XY X^2 Y^2
6 5 30 36 25
7 5 35 49 25
4 7 28 16 49
8 7 56 64 49
13 5 65 169 25
4 8 32 16 64
4 3 12 16 9
6 4 24 36 16
1 10 10 1 100
11 2 22 121 4
n 10
sum(XY) 314.00
sum(X) 64.00
sum(Y) 56.00
sum(X^2) 524.00
sum(Y^2) 366.00
Numerator -444.00
Denominator 774.25
r -0.5735
r square 0.3289
Xbar(mean) 6.4000
Ybar(mean) 5.6000
SD(X) 3.0551
SD(Y) 1.2134
b -0.3881
a 8.0839

(a)

Pearson correlation coefficient = -0.574

(b)

coefficient of determination = 0.329


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