In this problem, assume that the distribution of differences is
approximately normal. Note: For degrees of freedom
d.f. not in the Student's t table, use
the closest d.f. that is smaller. In
some situations, this choice of d.f. may increase
the P-value by a small amount and therefore produce a
slightly more "conservative" answer.
The western United States has a number of four-lane interstate
highways that cut through long tracts of wilderness. To prevent car
accidents with wild animals, the highways are bordered on both
sides with 12-foot-high woven wire fences. Although the fences
prevent accidents, they also disturb the winter migration pattern
of many animals. To compensate for this disturbance, the highways
have frequent wilderness underpasses designed for exclusive use by
deer, elk, and other animals. In Colorado, there is a large group
of deer that spend their summer months in a region on one side of a
highway and survive the winter months in a lower region on the
other side. To determine if the highway has disturbed deer
migration to the winter feeding area, the following data were
gathered on a random sample of 10 wilderness districts in the
winter feeding area. Row B represents the average January
deer count for a 5-year period before the highway was built, and
row A represents the average January deer count for a
5-year period after the highway was built. The highway department
claims that the January population has not changed. Test this claim
against the claim that the January population has dropped. Use a 5%
level of significance. Units used in the table are hundreds of
deer. (Let d = B − A.)
Wilderness District | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 |
B: Before highway | 10.3 | 7.4 | 12.7 | 5.8 | 17.4 | 9.9 | 20.5 | 16.2 | 18.9 | 11.6 |
A: After highway | 9.3 | 8.4 | 10.0 | 4.1 | 4.0 | 7.1 | 15.2 | 8.3 | 12.2 | 7.3 |
(a) What is the level of significance?
State the null and alternate hypotheses. Will you use a
left-tailed, right-tailed, or two-tailed test?
(b) What sampling distribution will you use? What assumptions are
you making?
What is the value of the sample test statistic? (Round your answer
to three decimal places.)
(c) Find (or estimate) the P-value. (Round your answer to
four decimal places.)
a)
level of significance =0.05
b)
null Hypothesis: | μd | = | 0 | |
alternate Hypothesis: | μd | > | 0 |
right-tailed
b) student t distribution
we assume that sample are dependent, and difference values are normally distributed
value of the sample test statistic t=3.439
c)
p value =0.0037
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