MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
6th Edition
ISBN: 9781119256830
Author: Amos Gilat
Publisher: John Wiley & Sons Inc
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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 56 7 8 9 10
10.1 7.2 12.7 5.6 17.4 9.9 20.5 16.2 18.9 11.6
B: Before highway
A: After highway
9.1 8.2 10.2 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?
O Ho: H - 0; H: H 0; two-tailed
O Ho: Hg - 0; H,: Hg > 0; right-tailed
O Ho: Hg> 0; H: H = 0; right-tailed
O Ho: Hg = 0; H,: M < 0; left-tailed
(b) What sampling distribution will you use? What assumptions are you making?
O The Student'st. We assume that d has an approximately uniform distribution.
O The Student's t. We assume that d has an approximately normal distribution.
O The standard normal. We assume that d has an approximately uniform distribution.
O 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. (Round your answer to four decimal places.)
P-value > 0.250
O 0.125 < P-value < 0.250
O 0.050 < P-value < 0.125
O 0.025 < P-value < 0.050
O 0.005 < P-value < 0.025
O
0.0005 < P-value < 0.005
Sketch the sampling distribution and show the area corresponding to the P-value.
P-value
P-value
P-value
P-value
-t
(d) Based on your answers in parts (a) to (c), will you reject or fail to reject the null hypothesis? Are the data statistically
significant at level a?
At the a = 0.05 level, we reject the null hypothesis and conclude the data are not statistically significant.
O
At the a = 0.05 level, we fail to reject the null hypothesis and conclude the data are not statistically significant.
O At the a = 0.05 level, we reject the null hypothesis and conclude the data are statistically significant.
O At the a = 0.05 level, we fail to reject the null hypothesis and conclude the data are statistically significant.
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Transcribed Image Text: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 56 7 8 9 10 10.1 7.2 12.7 5.6 17.4 9.9 20.5 16.2 18.9 11.6 B: Before highway A: After highway 9.1 8.2 10.2 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? O Ho: H - 0; H: H 0; two-tailed O Ho: Hg - 0; H,: Hg > 0; right-tailed O Ho: Hg> 0; H: H = 0; right-tailed O Ho: Hg = 0; H,: M < 0; left-tailed (b) What sampling distribution will you use? What assumptions are you making? O The Student'st. We assume that d has an approximately uniform distribution. O The Student's t. We assume that d has an approximately normal distribution. O The standard normal. We assume that d has an approximately uniform distribution. O 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. (Round your answer to four decimal places.) P-value > 0.250 O 0.125 < P-value < 0.250 O 0.050 < P-value < 0.125 O 0.025 < P-value < 0.050 O 0.005 < P-value < 0.025 O 0.0005 < P-value < 0.005 Sketch the sampling distribution and show the area corresponding to the P-value. P-value P-value P-value P-value -t (d) Based on your answers in parts (a) to (c), will you reject or fail to reject the null hypothesis? Are the data statistically significant at level a? At the a = 0.05 level, we reject the null hypothesis and conclude the data are not statistically significant. O At the a = 0.05 level, we fail to reject the null hypothesis and conclude the data are not statistically significant. O At the a = 0.05 level, we reject the null hypothesis and conclude the data are statistically significant. O At the a = 0.05 level, we fail to reject the null hypothesis and conclude the data are statistically significant.
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 56 7
9 10
9
B: Before highway 10.1 7.2 12.7 5.6 17.4 9.9 20.5 16.2 18.9 11.6
A: After highway
9.1 8.2 10.2 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?
O Ho: Mg - 0; H,: H 0; two-tailed
O Ho: Hg - 0; H, > 0; right-tailed
O Hoi Hg > 0; H,: M- 0; right-tailed
O Ho: Hg - 0; H,: < 0; left-tailed
(b) What sampling distribution will you use? What assumptions are you making?
O The Student's t. We assume that d has an approximately uniform distribution.
O The Student's t. We assume that d has an approximately normal distribution.
O The standard normal. We assume that d has an approximately uniform distribution.
O 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. (Round your answer to four decimal places.)
O P-value > 0.250
O 0.125 < P-value < 0.250
O 0.050 < P-value < 0.125
O 0.025 < Pvalue < 0.050
O 0.005 < P-value < 0.025
O 0.0005 < P-value < 0.005
Sketch the sampling distribution and show the area corresponding to the P-value.
A plot of the sampling distribution curve has a horizontal axis with
values of -t and O labeled, where -t is to the left of 0. An arrow
pointing to -t is labeled Pvalue. The curve enters the window
from the left, just above the horizontal axis, goes up and to the
right, changes direction over approximately o on the horizontal
axis, and then goes down and to the right before exiting the
window just above the horizontal axis. The area under the curve
DO to the left of -t is shaded.
P-value
P-value
P-value
(d) Based on your answers in parts (a) to (c), will you reject or fail to reject the null hypothesis? Are the data statistically
significant at level a?
O At the a = 0.05 level, we reject the null hypothesis and conclude the data are not statistically significant.
O At the a = 0.05 level, we fail to reject the null hypothesis and conclude the data are not statistically significant.
O At the a- 0.05 level, we reject the null hypothesis and conclude the data are statistically significant.
O At the a - 0.05 level, we fail to reject the null hypothesis and conclude the data are statistically significant.
(e) State your conclusion in the context of the application.
O Fail to reject the null hypothesis, there is sufficient evidence to claim that the January mean population of deer has
dropped.
O Fail to reject the null hypothesis, there is insufficient evidence to claim that the January mean population of deer has
dropped.
O Reject the null hypothesis, there is insufficient evidence to claim that the January mean population of deer has
dropped.
O Reject the null hypothesis, there is sufficient evidence to claim that the January mean population of deer has dropped.
expand button
Transcribed Image Text: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 56 7 9 10 9 B: Before highway 10.1 7.2 12.7 5.6 17.4 9.9 20.5 16.2 18.9 11.6 A: After highway 9.1 8.2 10.2 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? O Ho: Mg - 0; H,: H 0; two-tailed O Ho: Hg - 0; H, > 0; right-tailed O Hoi Hg > 0; H,: M- 0; right-tailed O Ho: Hg - 0; H,: < 0; left-tailed (b) What sampling distribution will you use? What assumptions are you making? O The Student's t. We assume that d has an approximately uniform distribution. O The Student's t. We assume that d has an approximately normal distribution. O The standard normal. We assume that d has an approximately uniform distribution. O 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. (Round your answer to four decimal places.) O P-value > 0.250 O 0.125 < P-value < 0.250 O 0.050 < P-value < 0.125 O 0.025 < Pvalue < 0.050 O 0.005 < P-value < 0.025 O 0.0005 < P-value < 0.005 Sketch the sampling distribution and show the area corresponding to the P-value. A plot of the sampling distribution curve has a horizontal axis with values of -t and O labeled, where -t is to the left of 0. An arrow pointing to -t is labeled Pvalue. The curve enters the window from the left, just above the horizontal axis, goes up and to the right, changes direction over approximately o on the horizontal axis, and then goes down and to the right before exiting the window just above the horizontal axis. The area under the curve DO to the left of -t is shaded. P-value P-value P-value (d) Based on your answers in parts (a) to (c), will you reject or fail to reject the null hypothesis? Are the data statistically significant at level a? O At the a = 0.05 level, we reject the null hypothesis and conclude the data are not statistically significant. O At the a = 0.05 level, we fail to reject the null hypothesis and conclude the data are not statistically significant. O At the a- 0.05 level, we reject the null hypothesis and conclude the data are statistically significant. O At the a - 0.05 level, we fail to reject the null hypothesis and conclude the data are statistically significant. (e) State your conclusion in the context of the application. O Fail to reject the null hypothesis, there is sufficient evidence to claim that the January mean population of deer has dropped. O Fail to reject the null hypothesis, there is insufficient evidence to claim that the January mean population of deer has dropped. O Reject the null hypothesis, there is insufficient evidence to claim that the January mean population of deer has dropped. O Reject the null hypothesis, there is sufficient evidence to claim that the January mean population of deer has dropped.
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