Question

In: Statistics and Probability

In this problem, assume that the distribution of differences is approximately normal. Note: For degrees of...

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.

In environmental studies, sex ratios are of great importance. Wolf society, packs, and ecology have been studied extensively at different locations in the U.S. and foreign countries. Sex ratios for eight study sites in northern Europe are shown below.

Location of Wolf Pack % Males (Winter) % Males (Summer)
Finland 62 67
Finland 60 65
Finland 84 53
Lapland 55 48
Lapland 64 55
Russia 50 50
Russia 41 50
Russia 55 45

It is hypothesized that in winter, "loner" males (not present in summer packs) join the pack to increase survival rate. Use a 5% level of significance to test the claim that the average percentage of males in a wolf pack is higher in winter. (Let d = winter − summer.)

(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?

H0: μd = 0; H1: μd > 0; right-tailed H0: μd = 0; H1: μd ≠ 0; two-tailed     H0: μd > 0; H1: μd = 0; right-tailed H0: μd = 0; H1: μd < 0; left-tailed


(b) What sampling distribution will you use? What assumptions are you making?

The Student's t. We assume that d has an approximately normal distribution. The standard normal. We assume that d has an approximately uniform distribution.     The Student's t. We assume that d has an approximately uniform distribution. The standard normal. We assume that d has an approximately normal distribution.


What is the value of the sample test statistic? (Round your answer to three decimal places.)


(c) Find (or estimate) the P-value.

P-value > 0.250 0.125 < P-value < 0.250     0.050 < P-value < 0.125 0.025 < P-value < 0.050 0.005 < P-value < 0.025 P-value < 0.005

Solutions

Expert Solution

It is one tailed test

H0: μd = 0; H1: μd > 0

level of significance

The Student's t. We assume that d has an approximately normal distribution.

Test Statistic :-





t = 1.052


Test Criteria :-
Reject null hypothesis if


Result :- Fail to reject null hypothesis


Decision based on P value
P - value = P ( t > 1.0521 ) = 0.1639
Reject null hypothesis if P value < level of significance
P - value = 0.1639 > 0.05 ,hence we fail to reject null hypothesis
Conclusion :- Fail to reject null hypothesis

0.125 < P-value < 0.250

There is insufficient evidence to support the claim that the average percentage of males in a wolf pack is higher in winter.


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