In the past two years, rodents (woodrats, squirrels, chipmunks etc.) were tested for Lyme disease (caused by Borrelia) and Anaplasma in Humboldt county. Of 100 rodents, 73 had neither bacterium, 9 had both. 4 had only Anaplasma, 14 only Borrelia. Did the presence of one bacterium influence the prevalence of the other? (Hint: was Anaplasma presence independent of Borrelia presence?) State and test the appropriate null hypothesis.
The hypothesis being tested is:
H0: p1 = p2
Ha: p1 ≠ p2
p1 | p2 | pc | |
0.04 | 0.14 | 0.09 | p (as decimal) |
4/100 | 14/100 | 18/200 | p (as fraction) |
4. | 14. | 18. | X |
100 | 100 | 200 | n |
-0.1 | difference | ||
0. | hypothesized difference | ||
0.0405 | std. error | ||
-2.47 | z | ||
.0135 | p-value (two-tailed) |
The p-value is 0.0135.
Since the p-value (0.0135) is less than the significance level (0.05), we can reject the null hypothesis.
Therefore, we can conclude that Anaplasma presence is independent of Borrelia's presence.
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