15.17 Beavers and beetles. Ecologists sometimes find rather strange relationships in our environment. One study seems to show that beavers benefit beetles. The researchers laid out 23 circular plots, each 4 meters in diameter, in an area where beavers were cutting down cottonwood trees. In each plot, they counted the number of stumps from trees cut by beavers and the number of clusters of beetle larvae. Here are the data:
| Stumps: | 2 | 2 | 1 | 3 | 3 |
| Larvae clusters: | 10 | 30 | 12 | 24 | 36 |
| Stumps: | 4 | 3 | 1 | 2 | 5 |
| Larvae clusters: | 40 | 43 | 11 | 27 | 56 |
| Stumps: | 1 | 3 | 2 | 1 | 2 |
| Larvae clusters: | 18 | 40 | 25 | 8 | 21 |
| Stumps: | 2 | 1 | 1 | 4 | 1 |
| Larvae clusters: | 14 | 16 | 6 | 54 | 9 |
| Stumps: | 2 | 1 | 4 | ||
| Larvae clusters: | 13 | 14 | 50 |
(a) Make a scatterplot that shows how the number of beaver-caused stumps influences the number of beetle larvae clusters. What does your plot show? (Ecologists think that the new sprouts from stumps are more tender than other cottonwood growth so that beetles prefer them.)
(b) The least-squares regression line is
Draw this line on your plot. (To draw the line, use the equation to predict for and for . Plot the two points and draw the line through them.)
(c) The correlation between these variables is . What percentage of the observed variation in beetle larvae counts can be explained by straight-line dependence on stump counts?
(d) Based on your work in parts (a), (b), and (c), do you think that counting stumps offers a quick and reliable way to predict beetle larvae clusters?