Listed below are annual data for various years. The data are weights (metric tons) of imported lemons and car crash fatality rates per 100,000 population. Construct a scatterplot, find the value of the linear correlation coefficient r, and find the P-value using α=0.05 Is there sufficient evidence to conclude that there is a linear correlation between lemon imports and crash fatality rates? Do the results suggest that imported lemons cause car fatalities?
Lemon Imports |
228 |
266 |
357 |
483 |
534 |
||
---|---|---|---|---|---|---|---|
Crash Fatality Rate |
15.9 |
15.6 |
15.4 |
15.3 |
14.9 |
What are the null and alternative hypotheses?
Ho: p=0
H1: p≠0
a) The linear correlation coefficient r is
b)The test statistic t is
c)The P-value is
The statistical software output for this problem is:
Hence,
a) r = -0.942
b) t = -4.856
c) P = 0.0167
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