In: Statistics and Probability
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 |
9.14 |
8.13 |
8.73 |
8.78 |
9.25 |
8.11 |
6.12 |
3.11 |
9.12 |
7.26 |
4.73 |
LOADING...
Click here to view a table of critical values for the correlation coefficient.
a. Construct a scatterplot. Choose the correct graph below.
A.
04812160246810xy
A scatterplot has a horizontal x-scale from 0 to 16 in increments of 2 and a vertical y-scale from 0 to 10 in increments of 1. Eleven points are plotted with approximate coordinates as follows: (4, 3.2); (5, 4.8); (6, 6.2); (7, 7.2); (8, 8.2); (9, 8.8); (10, 9.2); (11, 9.2); (12, 9.2); (13, 8.8); (14, 8.2).
relation 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.)
Following is the scatter plot:
(b)
Following table shows the calculations:
X | Y | X^2 | Y^2 | XY | |
10 | 9.14 | 100 | 83.5396 | 91.4 | |
8 | 8.13 | 64 | 66.0969 | 65.04 | |
13 | 8.73 | 169 | 76.2129 | 113.49 | |
9 | 8.78 | 81 | 77.0884 | 79.02 | |
11 | 9.25 | 121 | 85.5625 | 101.75 | |
14 | 8.11 | 196 | 65.7721 | 113.54 | |
6 | 6.12 | 36 | 37.4544 | 36.72 | |
4 | 3.11 | 16 | 9.6721 | 12.44 | |
12 | 9.12 | 144 | 83.1744 | 109.44 | |
7 | 7.26 | 49 | 52.7076 | 50.82 | |
5 | 4.73 | 25 | 22.3729 | 23.65 | |
Total | 99 | 82.48 | 1001 | 659.6538 | 797.31 |
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Conclusion; There is sufficient evidence to support the claim of a linear correlation between the two variables.