Introductory Statistics (10th Edition)
10th Edition
ISBN: 9780321989178
Author: Neil A. Weiss
Publisher: PEARSON
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Textbook Question
Chapter 9, Problem 1CSD
At the beginning of this chapter, we discussed research by J. Sholl et al. on the relationship between gender and sense of direction. Recall that, in their study, the spatial orientation skills of 30 male and 30 female students were challenged in a wooded park near the Boston College campus in Newton. Massachusetts. The participants were asked to rate their own sense of direction as either good or poor.
In the park, students were instructed to point to predesignated landmarks and also to the direction of south. For the female students who had rated their sense of direction to be good, the table on page 368 provides the pointing errors (in degrees) when they attempted to point south.
- a. If. on average, women who consider themselves to have a good sense of direction do no better than they would by just randomly guessing at the direction of south, what would their mean pointing error be?
- b. At the 1% significance level, do the data provide sufficient evidence to conclude that women who consider themselves to have a good sense of direction really do better, on average, than they would by just randomly guessing at the direction of south? Use a one-mean t-test.
- c. Obtain a normal probability plot, boxplot, and stem-and-leaf diagram of the data. Based on these plots, is use of the t-test reasonable? Explain your answer.
- d. Use the technology of your choice to perform the data analyses in parts (b) and (c).
- e. Solve part (b) by using the Wilcoxon signed-rank test.
- f. Based on the plots you obtained in part (c), is use of the Wilcoxon signed-rank test reasonable? Explain your answer.
- g. Use the technology of your choice to perform the required Wilcoxon signed-rank test of part (e).
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Gender and Direction. In the paper “The Relation of Sex and Sense of Direction to Spatial Orientation in an Unfamiliar Environment” (Journal of Environmental Psychology, Vol. 20, pp. 17–28), J. Sholl et al. published the results of examining the sense of direction of 30 male and 30 female students. After being taken to an unfamiliar wooded park, the students were given a number of spatial orientation tests, including pointing to south, which tested their absolute frame of reference. To point south, the students moved a pointer attached to a 360◦ protractor. The absolute pointing errors, in degrees, for students who rated themselves with a good sense of direction (GSOD) and those who rated themselves with a poor sense of direction (PSOD) are provided on the WeissStats site. Can you reasonably apply the two-standard-deviations F-test to compare the variation in pointing errors between people who rate themselves with a good sense of direction and those who rate themselves with a poor…
Gender and Direction. In the paper “The Relation of Sex and Sense of Direction to Spatial Orientation in an Unfamiliar Environment” (Journal of Environmental Psychology, Vol. 20, pp. 17–28), J. Sholl et al. published the results of examining the sense of direction of 30 male and 30 female students. After being taken to an unfamiliar wooded park, the students were given some spatial orientation tests, including pointing to south, which tested their absolute frame of reference. The students pointed by moving a pointer attached to a 360◦ protractor. The absolute pointing errors, in degrees, are provided on the WeissStats site.
a. Use the Mann–Whitney test to decide whether, on average, males have a better sense of direction and, in particular, a better frame of reference than females. Perform the test with α = 0.01.
b. Obtain boxplots and normal probability plots for both samples.
c. You used the pooled t-test to conduct the hypothesis test. Based on your graphs in part (b), which test is…
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Chapter 9 Solutions
Introductory Statistics (10th Edition)
Ch. 9.1 - Explain the meaning of the term hypothesis as used...Ch. 9.1 - Regarding the term null hypothesis: a. Originally,...Ch. 9.1 - What role does the decision criterion play in a...Ch. 9.1 - Suppose that you want to perform a hypothesis test...Ch. 9.1 - Suppose that you are considering a hypothesis test...Ch. 9.1 - Suppose that, in a hypothesis test, the null...Ch. 9.1 - Suppose that, in a hypothesis test, the null...Ch. 9.1 - What is the relation between the significance...Ch. 9.1 - Answer true or false and explain your answer: If...Ch. 9.1 - Answer true or false and explain your answer: For...
Ch. 9.1 - Identify the two types of incorrect decisions in a...Ch. 9.1 - Suppose that a hypothesis test is performed at a...Ch. 9.1 - Approving Nuclear Reactors. Suppose that you are...Ch. 9.1 - Guilty or Innocent? In the U.S. court system, a...Ch. 9.1 - In Exercises 9.159.22, hypothesis tests are...Ch. 9.1 - In Exercises 9.159.22, hypothesis tests are...Ch. 9.1 - In Exercises 9.159.22, hypothesis tests are...Ch. 9.1 - In Exercises 9.159.22, hypothesis tests are...Ch. 9.1 - In Exercises 9.159.22, hypothesis tests are...Ch. 9.1 - In Exercises 9.159.22, hypothesis tests are...Ch. 9.1 - In Exercises 9.159.22, hypothesis tests are...Ch. 9.1 - In Exercises 9.159.22, hypothesis tests are...Ch. 9.1 - Toxic Mushrooms? Refer to Exercise 9.15. Explain...Ch. 9.1 - 9,24 Grey-Seal Nursing. Refer to Exercise 9-16....Ch. 9.1 - Iron Deficiency? Refer to Exercise 9.17. Explain...Ch. 9.1 - Early-Onset Dementia. Refer to Exercise 9.18....Ch. 9.1 - Serving Time. Refer to Exercise 9,19. Explain what...Ch. 9.1 - Worker Fatigue. Refer to Exercise 9.20. Explain...Ch. 9.1 - Body Temperature. Refer to Exercise 9.21. Explain...Ch. 9.1 - Teacher Salaries. Refer to Exercise 9.22. Explain...Ch. 9.2 - In each of Exercises 9.31-9.34, define the term...Ch. 9.2 - In each of Exercises 9.319.34, define the term...Ch. 9.2 - In each of Exercises 9.319.34, define the term...Ch. 9.2 - In each of Exercises 9.319.34, define the term...Ch. 9.2 - Exercises 9.359.40 contain graphs portraying the...Ch. 9.2 - Exercises 9.359.40 contain graphs portraying the...Ch. 9.2 - Exercises 9.359.40 contain graphs portraying the...Ch. 9.2 - Exercises 9.359.40 contain graphs portraying the...Ch. 9.2 - Exercises 9.359.40 contain graphs portraying the...Ch. 9.2 - Exercises 9.359.40 contain graphs portraying the...Ch. 9.2 - In each of Exercises 9.419.46, determine the...Ch. 9.2 - In each of Exercises 9.419.46, determine the...Ch. 9.2 - In each of Exercises 9.419.46, determine the...Ch. 9.2 - In each of Exercises 9.419.46, determine the...Ch. 9.2 - In each of Exercises 9.419.46, determine the...Ch. 9.2 - In each of Exercises 9.419.46, determine the...Ch. 9.3 - State two reasons why including the P-value is...Ch. 9.3 - What is the P-value of a hypothesis test? When...Ch. 9.3 - Explain how the P-value is obtained for a one-mean...Ch. 9.3 - True or false: The P-value is the smallest...Ch. 9.3 - The P-value for a hypothesis test is 0.06. For...Ch. 9.3 - The P-value for a hypothesis test is 0.083. For...Ch. 9.3 - Which provides stronger evidence against the null...Ch. 9.3 - Which provides stronger evidence against the null...Ch. 9.3 - In each of Exercises 9.559.62, we have given the...Ch. 9.3 - In each of Exercises 9.559.62, we have given the...Ch. 9.3 - In each of Exercises 9.559.62, we have given the...Ch. 9.3 - In each of Exercises 9.559.62, we have given the...Ch. 9.3 - Prob. 59ECh. 9.3 - Prob. 60ECh. 9.3 - Prob. 61ECh. 9.3 - Prob. 62ECh. 9.3 - In Exercises 9.639.68, we have given the value...Ch. 9.3 - In Exercises 9.639.68, we have given the value...Ch. 9.3 - In Exercises 9.639.68, we have given the value...Ch. 9.3 - In Exercises 9.639.68, we have given the value...Ch. 9.3 - In Exercises 9.63-9.68, we have given the value...Ch. 9.3 - In Exercises 9.639.68, we have given the value...Ch. 9.3 - Consider a one-mean z-test. Denote z0 as the...Ch. 9.3 - Prob. 70ECh. 9.3 - Obtaining the P-value. Let x denote the test...Ch. 9.4 - Explain why considering outliers is important when...Ch. 9.4 - Prob. 73ECh. 9.4 - Prob. 74ECh. 9.4 - Prob. 75ECh. 9.4 - Prob. 76ECh. 9.4 - Prob. 77ECh. 9.4 - Prob. 78ECh. 9.4 - Prob. 79ECh. 9.4 - Prob. 80ECh. 9.4 - Prob. 81ECh. 9.4 - Prob. 82ECh. 9.4 - Preliminary data analyses indicate that applying...Ch. 9.4 - Preliminary data analyses indicate that applying...Ch. 9.4 - Preliminary data analyses indicate that applying...Ch. 9.4 - Preliminary data analyses indicate that applying...Ch. 9.4 - Preliminary data analyses indicate that applying...Ch. 9.4 - Preliminary data analyses indicate that applying...Ch. 9.4 - Job Gains and Losses. In the article Business...Ch. 9.4 - Hotels and Motels. The daily charges, in dollars,...Ch. 9.4 - Body Temperature. A study by researchers at the...Ch. 9.4 - Teacher Salaries. Data on salaries in the public...Ch. 9.4 - Cell Phones. The number of cell phone users has...Ch. 9.4 - Prob. 95ECh. 9.4 - Left-Tailed Hypothesis Tests and CIs. In Exercise...Ch. 9.4 - Prob. 97ECh. 9.5 - What is the difference in assumptions between the...Ch. 9.5 - Suppose that you want to perform a hypothesis test...Ch. 9.5 - Fill in the following blanks. a. The t-test is...Ch. 9.5 - Exercises 9.1019.106 pertain to P-values for a...Ch. 9.5 - Exercises 9.1019.106 pertain to P-values for a...Ch. 9.5 - Exercises 9.1019.106 pertain to P-values for a...Ch. 9.5 - Exercises 9.1019.106 pertain to P-values for a...Ch. 9.5 - Exercises 9.1019.106 pertain to P-values for a...Ch. 9.5 - Exercises 9.1019.106 pertain to P-values for a...Ch. 9.5 - In each of Exercises 9.1079.112, we have provided...Ch. 9.5 - In each of Exercises 9.1079.112, we have provided...Ch. 9.5 - In each of Exercises 9.1079.112, we have provided...Ch. 9.5 - In each of Exercises 9.1079.112, we have provided...Ch. 9.5 - Prob. 111ECh. 9.5 - Prob. 112ECh. 9.5 - Preliminary data analyses indicate that you can...Ch. 9.5 - Preliminary data analyses indicate that you can...Ch. 9.5 - Preliminary data analyses indicate that you can...Ch. 9.5 - Preliminary data analyses indicate that you can...Ch. 9.5 - Preliminary data analyses indicate that you can...Ch. 9.5 - Prob. 118ECh. 9.5 - In each of Exercises 9.119-9.122, use the...Ch. 9.5 - In each of Exercises 9.119-9.122, use the...Ch. 9.5 - Prob. 121ECh. 9.5 - Prob. 122ECh. 9.5 - Stressed-Out Bus Drivers. Previous studies have...Ch. 9.5 - Prob. 124ECh. 9.5 - Prob. 125ECh. 9.5 - Two-Tailed Hypothesis Tests and CIs. The following...Ch. 9.5 - Left-Tailed Hypothesis Tests and CIs. In Exercise...Ch. 9.5 - Prob. 128ECh. 9.6 - Technically, what is a nonparametric method? In...Ch. 9.6 - Prob. 130ECh. 9.6 - Prob. 131ECh. 9.6 - Prob. 132ECh. 9.6 - Prob. 133ECh. 9.6 - Prob. 134ECh. 9.6 - Prob. 135ECh. 9.6 - Prob. 136ECh. 9.6 - Prob. 137ECh. 9.6 - Prob. 138ECh. 9.6 - Prob. 139ECh. 9.6 - Prob. 140ECh. 9.6 - Prob. 141ECh. 9.6 - Prob. 142ECh. 9.6 - Prob. 143ECh. 9.6 - Prob. 144ECh. 9.6 - Prob. 145ECh. 9.6 - Prob. 146ECh. 9.6 - Prob. 147ECh. 9.6 - Prob. 148ECh. 9.6 - Prob. 149ECh. 9.6 - Prob. 150ECh. 9.6 - Prob. 151ECh. 9.6 - Prob. 152ECh. 9.6 - Prob. 153ECh. 9.6 - In each of Exercises 9.149-9.154, use the Wilcoxon...Ch. 9.6 - Prob. 155ECh. 9.6 - Prob. 156ECh. 9.6 - Prob. 157ECh. 9.6 - Prob. 158ECh. 9.6 - Prob. 159ECh. 9.6 - Prob. 160ECh. 9.6 - Delaying Adulthood. The convict surgeonfish is a...Ch. 9.6 - Prob. 162ECh. 9.6 - Prob. 163ECh. 9.6 - Prob. 164ECh. 9.6 - Prob. 165ECh. 9.6 - Prob. 166ECh. 9.6 - Prob. 167ECh. 9.6 - Prob. 168ECh. 9.6 - Assuming that the null hypothesis H0: = 0 is...Ch. 9.6 - Prob. 170ECh. 9.6 - Prob. 171ECh. 9.6 - Prob. 172ECh. 9.6 - Prob. 173ECh. 9.6 - Prob. 174ECh. 9.6 - Prob. 175ECh. 9.6 - In Exercises 9.173-9.178, a. apply the sign test...Ch. 9.6 - Prob. 177ECh. 9.6 - Prob. 178ECh. 9.7 - Why don't hypothesis tests always yield correct...Ch. 9.7 - Define each term. a. Type I error b. Type II error...Ch. 9.7 - Explain the meaning of each of the following in...Ch. 9.7 - What does the power of a hypothesis test tell you?...Ch. 9.7 - Why is it useful to obtain the power curve for a...Ch. 9.7 - What happens to the power of a hypothesis test if...Ch. 9.7 - Prob. 185ECh. 9.7 - Prob. 186ECh. 9.7 - Prob. 187ECh. 9.7 - Prob. 188ECh. 9.7 - Prob. 189ECh. 9.7 - Prob. 190ECh. 9.7 - Prob. 191ECh. 9.7 - In Exercises 9.1919.196, we have given a...Ch. 9.7 - In Exercises 9.1919.196, we have given a...Ch. 9.7 - Prob. 194ECh. 9.7 - Prob. 195ECh. 9.7 - Prob. 196ECh. 9.7 - Prob. 197ECh. 9.7 - Grey-Seal Nursing. Repeat parts (a)(c) of Exercise...Ch. 9.7 - Prob. 199ECh. 9.7 - Early-Onset Dementia. Repeat parts (a)(c) of...Ch. 9 - Explain the meaning of each term. a. null...Ch. 9 - The following statement appeared on a box of Tide...Ch. 9 - Regarding a hypothesis test: a. What is the...Ch. 9 - There are three possible alternative hypotheses in...Ch. 9 - Two types of incorrect decisions can be made in a...Ch. 9 - For a fixed sample size, what happens to the...Ch. 9 - Problems 7-12 pertain to the critical-value...Ch. 9 - Problems 7-12 pertain to the critical-value...Ch. 9 - Problems 7-12 pertain to the critical-value...Ch. 9 - Problems 7-12 pertain to the critical-value...Ch. 9 - Problems 7-12 pertain to the critical-value...Ch. 9 - Problems 7-12 pertain to the critical-value...Ch. 9 - Problems 13-20 pertain to the P-value approach to...Ch. 9 - Problems 13-20 pertain to the P-value approach to...Ch. 9 - Problems 13-20 pertain to the P-value approach to...Ch. 9 - Problems 13-20 pertain to the P-value approach to...Ch. 9 - Problems 13-20 pertain to the P-value approach to...Ch. 9 - Problems 13-20 pertain to the P-value approach to...Ch. 9 - State the general steps of the P-value approach to...Ch. 9 - Assess the evidence against the null hypothesis if...Ch. 9 - What is meant when we say that a hypothesis test...Ch. 9 - Discuss the difference between statistical...Ch. 9 - Prob. 23RPCh. 9 - Identify two advantages of nonparametric methods...Ch. 9 - Regarding the power of a hypothesis test: a. What...Ch. 9 - Cheese Consumption. The U.S. Department of...Ch. 9 - Cheese Consumption. The null and alternative...Ch. 9 - Prob. 28RPCh. 9 - Prob. 29RPCh. 9 - Prob. 30RPCh. 9 - Prob. 31RPCh. 9 - Betting the Spreads. College basketball, and...Ch. 9 - Prob. 33RPCh. 9 - Prob. 34RPCh. 9 - Problems 34 and 35 each include a normal...Ch. 9 - Prob. 36RPCh. 9 - Prob. 37RPCh. 9 - Prob. 38RPCh. 9 - Prob. 39RPCh. 9 - Body Mass Index. Body mass index (BMI) is a...Ch. 9 - Prob. 41RPCh. 9 - Prob. 1FDACh. 9 - At the beginning of this chapter, we discussed...
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