The accompanying data were read from graphs that appeared in an article. The variables shown are the number of acres burned in forest fires in the western United States and timber sales.
Year | Number of Acres Burned (thousands) |
Timber Sales (billions of board feet) |
1945 | 206 | 2.1 |
1950 | 258 | 3.7 |
1955 | 250 | 4.5 |
1960 | 388 | 6.7 |
1965 | 80 | 9.7 |
1970 | 460 | 11.2 |
1975 | 173 | 10.9 |
1980 | 242 | 10.2 |
1985 | 449 | 9.9 |
1990 | 403 | 10.9 |
1995 | 187 | 3.8 |
(a) Compute the correlation coefficient. (Give the answer to
three decimal places.)
r =
Is there a correlation between timber sales and acres burned in
forest fires?
strong positive correlationweak positive correlation strong negative correlationweak negative correlationno correlation
(b) The article concludes that "heavier logging led to large forest
fires." Do you think this conclusion is justified based on the
given data?
YesNo
x: Number of Acres Burned
y: Timber Sales
a) We have to find correlation coefficient r
Formula is
n = 11
x | y | xy | x^2 | y^2 | |
206 | 2.1 | 432.6 | 42436 | 4.41 | |
258 | 3.7 | 954.6 | 66564 | 13.69 | |
250 | 4.5 | 1125 | 62500 | 20.25 | |
388 | 6.7 | 2599.6 | 150544 | 44.89 | |
80 | 9.7 | 776 | 6400 | 94.09 | |
460 | 11.2 | 5152 | 211600 | 125.44 | |
173 | 10.9 | 1885.7 | 29929 | 118.81 | |
242 | 10.2 | 2468.4 | 58564 | 104.04 | |
449 | 9.9 | 4445.1 | 201601 | 98.01 | |
403 | 10.9 | 4392.7 | 162409 | 118.81 | |
187 | 3.8 | 710.6 | 34969 | 14.44 | |
Total | 3096 | 83.6 | 24942.3 | 1027516 | 756.88 |
There is a weak positive correlation between timber sales and acres burned in forest fires.
b)
There is a weak positive correlation between timber sales and acres burned in forest fires.
So heavier logging led to large forest fires this statement is wrong.
No
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