In: Statistics and Probability
The following are the weight (in grams) and quantity of volatile emissions (in hundreds of nanograms) for plants. A scatterplot of the data is given to the right. |
4060801000102030xy A scatterplot has a horizontal x-axis labeled from 40 to 100 in increments of 5 and a vertical y-axis labeled from 0 to 30 in increments of 2. The following points are plotted: (53, 11.5); (52, 22.0); (55, 8.5); (57, 11.0); (61, 7.0); (63, 22.5); (68, 12.0); (79, 17.5); (81, 14.0); (86, 21.0). The points are loosely clustered around a line that generally rises from left to right. All coordinates are approximate. |
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Weight (x) |
55 |
86 |
57 |
63 |
53 |
68 |
61 |
81 |
79 |
52 |
|||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Quantity (y) |
8.5. |
21.0 |
11.0 |
22.5 |
11.5 |
12.0 |
7.0 |
14.0 |
17.5 |
22.0 |
a. Obtain the linear correlation coefficient.
b. Interpret the value of r in terms of the linear relationship between the two variables.
c. Discuss the graphical interpretation of the value of r.
d. Obtain the value of the coefficient of determination by squaring r.
a.
requals=4.44.4
(Round to three decimal places as needed.)b. There is
a strong positive linear association
between the two variables. c. The given graph is
consistent
with the interpretation found in part (b), because the y-values appear to
increase
as the x-values increase, and the data points appear
▼
d.
rsquared2equals=nothing
(Round to three decimal places as needed.)
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