Question

In: Statistics and Probability

Use the given data set to complete parts​ (a) through​ (c) below.​ (Use alphaαequals=​0.05.) x 10...

Use the given data set to complete parts​ (a) through​ (c) below.​ (Use

alphaαequals=​0.05.)

x

10

8

13

9

11

14

6

4

12

7

5

y

9.13

8.13

8.75

8.77

9.27

8.11

6.14

3.09

9.14

7.26

4.73

Find the linear correlation​ coefficient, r, then determine whether there is sufficient evidence to support the claim of a linear correlation between the two variables.

The linear correlation coefficient is

r=______

​(Round to three decimal places as​ needed.)

Solutions

Expert Solution

Solution:

We are given a data set of size n = 11

To find r , we prepare a table.

X Y XY X^2 Y^2
10 9.13 91.3 100 83.3569
8 8.13 65.04 64 66.0969
13 8.75 113.75 169 76.5625
9 8.77 78.93 81 76.9129
11 9.27 101.97 121 85.9329
14 8.11 113.54 196 65.7721
6 6.14 36.84 36 37.6996
4 3.09 12.36 16 9.5481
12 9.14 109.68 144 83.5396
7 7.26 50.82 49 52.7076
5 4.73 23.65 25 22.3729
Sum 99.00 82.52 797.88 1001.00 660.50

Putting n = 7 , = 797.88 , = 99.00, = 82.52 , = 1001.00 , = 660.50

we get ,

r = 0.817

The linear correlation coefficient is

r = 0.817


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