Exam 16: Comparing Two Means
Exam 1: Picturing Distributions With Graphs38 Questions
Exam 2: Describing Quantitative Distributions With Numbers42 Questions
Exam 3: Scatterplots and Correlation42 Questions
Exam 4: Regression41 Questions
Exam 5: Two-Way Tables35 Questions
Exam 6: Samples and Observational Studies34 Questions
Exam 7: Designing Experiments40 Questions
Exam 8: Essential Probability Rules58 Questions
Exam 9: Independence and Conditional Probabilities38 Questions
Exam 10: The Normal Distributions43 Questions
Exam 11: Discrete Probability Distributions43 Questions
Exam 12: Sampling Distributions48 Questions
Exam 13: Introduction to Inference48 Questions
Exam 14: Exercises44 Questions
Exam 15: Inference About a Population Mean44 Questions
Exam 16: Comparing Two Means40 Questions
Exam 17: Inference About a Population Proportion39 Questions
Exam 18: Comparing Two Proportions47 Questions
Exam 19: The Chi-Square Test for Goodness of Fit40 Questions
Exam 20: The Chi-Square Test for Two-Way Tables42 Questions
Exam 21: Inference for Regression45 Questions
Exam 22: One-Way Analysis of Variance: Comparing Several Means40 Questions
Exam 23: More About Analysis of Variance: Follow-Up Tests and Two-Way Anova39 Questions
Exam 24: Nonparametric Tests41 Questions
Exam 25: Multiple and Logistic Regression28 Questions
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Researchers examined the bill color (in hue degree) of male and female zebra finches. Here are some summary statistics from the study:
Sex Mean Standard Deviation Males 59 2.91 1.46 Females 60 7.42 2.48 We wish to address the question, How different are male and female zebra finches in bill color? What is the margin of error for a 95% confidence interval for the difference in mean bill color ?F-?M (in hue degree)?
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(Multiple Choice)
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Correct Answer:
D
A study randomly assigned 60 adults diagnosed with metabolic syndrome to two groups, each containing 30 patients. One group was given daily tablets containing the Chinese herbal supplement Yiqi Huaju Qingli, while the other group was given daily placebo tablets. All 60 patients maintained their standard medical treatment throughout the 12 weeks of the study. Urinary microalbumin is a key factor in metabolic syndrome and an early sign of diabetic nephropathy. Urinary microalbumin (in mg/l) was assessed for all participants at the beginning and at the end of the study. Here are the published findings, expressed as "mean (standard deviation)":
?
Herbal Supplement Placebo Start of study 101.58(75.39) 98.50(66.92) End of study 47.11(27.85) 78.87(60.65) Given that the degrees of freedom for the appropriate t procedure is roughly 40, what is a 95% confidence interval for ?Herbal¯?Placebo at the end of the study?
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(Multiple Choice)
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Correct Answer:
C
A study randomly assigned 60 adults diagnosed with metabolic syndrome to two groups. One group was given daily tablets containing the Chinese herbal supplement Yiqi Huaju Qingli, while the other group was given daily placebo tablets. All 60 patients maintained their standard medical treatment throughout the 12 weeks of the study. Urinary microalbumin (in mg/l) was assessed for all participants at the beginning and at the end of the study. Urinary microalbumin is a key factor in metabolic syndrome and an early sign of diabetic nephropathy. The researchers wanted to see if, by the end of the study, urinary microalbumin was significantly lower in the herbal supplement group than in the placebo group. To answer this question, which hypothesis test should the researchers use?
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(Multiple Choice)
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Correct Answer:
C
The circumference of a species of tree was thought to be different depending on certain geographical factors. An SRS of 60 trees of this species is selected in Sequoyah National Forest, where it is found that x̄1= 6 meters with a standard deviation S1= 3 meters. A second SRS of size 40 trees of the same species is independently selected in Yellowstone National Forest, and it is found that x̄2= 4 meters with a standard deviation S2= 2 meters. Let μ1 and μ2 represent, respectively, the true mean circumferences of this species of tree. Assume the two-sample t procedures are safe to use. The researcher tests the following hypotheses:
H0: μ1 = μ2 versus Ha: μ1 ≠ μ2
Which of the following statements is the correct interpretation for 99% confidence interval?
(Multiple Choice)
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A new diet has been developed for raising beef cows. Two random samples of size 9 are independently selected, and one is given the standard diet while the other is given the new diet. After 18 weeks, the weight gain was measured for each cow. It was found that x̄1= 30 with S1= 8 and x̄2= 26 with S2= 6. Let μ1 and μ2 represent the mean weight gains we would observe for the entire population of beef cows when on, respectively, a new diet and a standard diet. Assume that two-sample t procedures are safe to use. Suppose the researcher had wished to test the following hypotheses:
H0: μ1 = μ2 versus Ha: μ1 > μ2
What is the numerical value of the two-sample t statistic for this test?
(Multiple Choice)
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Some chronic conditions produce episodes of severe flare-ups ("active" stage) between healthy periods ("inactive" stage). The active stage often necessitates immediate medical treatment. Researchers looked for biomarkers that might help identify these active stages. Here are data on the relative abundance of the protein BPG0235 in two independent random samples of men with the same chronic condition, 7 men in the active phase and 9 men in the inactive phase:
Active Inactive 1.0 1.1 1.0 0.9 1.0 0.5 1.2 0.9 1.2 1.0 1.3 1.0 1.0 0.8 0.7 1.1 We want to know if there is a significant difference in the relative abundance of the protein BPG0235 between men in the active stage and men in the inactive phase. Therefore, we test the following hypotheses:
?
H0: ?A= ?1 versus Ha: ?A? ?1
Which assumption must be true for the test results to be correct?
(Multiple Choice)
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A study examined the effect of protein consumption on weight gain in rats. Investigators obtained 14 female rats and randomly assigned 7 of them to a low-protein diet and the other 7 in a high-protein diet. After 60 days, the weight gained by each rat was recorded (in grams). Here are the summary findings, displayed as "mean (standard deviation)":
Low-Protein Diet High-Protein Diet 101.3(20.6) 127.5(21.1) Which of the following statements would lead us to believe that the t procedures were NOT safe to use here?
(Multiple Choice)
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Researchers examined the bill color (in hue degree) of male and female zebra finches. Here are the summary statistics from the study:
Sex Mean Standard Error Males 59 2.91 0.19 Females 60 7.42 0.32 We are interested in testing the following hypotheses:
H0: ?M=?F versus ?M??F
What can we conclude from the 95% confidence interval for the difference in mean bill color ?F-?M (in hue degree)?
(Multiple Choice)
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A study randomly assigned 60 adults diagnosed with metabolic syndrome to two groups, each containing 30 patients. One group was given daily tablets containing the Chinese herbal supplement Yiqi Huaju Qingli, while the other group was given daily placebo tablets. All 60 patients maintained their standard medical treatment throughout the 12 weeks of the study. Urinary microalbumin is a key factor in metabolic syndrome and an early sign of diabetic nephropathy. Urinary microalbumin (in mg/l) was assessed for all participants at the beginning and at the end of the study. Here are the published findings, expressed as "mean (standard deviation)":
Herbal Supplement Placebo Start of study 101.58(75.39) 98.50(66.92) End of study 47.11(27.85) 78.87(60.65) Is there evidence that urinary microalbumin is significantly lower in the herbal group than in the placebo group at the end of the study? Based on the data, what is the absolute numerical value of the t statistic for the appropriate test?
(Multiple Choice)
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The circumference of a species of tree was thought to be different depending on certain geographical factors. An SRS of 60 trees of this species is selected in Sequoyah National Forest, where it is found that x̄1= 6 meters with a standard deviation S1= 3 meters. A second SRS of size 40 trees of the same species is independently selected in Yellowstone National Forest, and it is found that x̄2= 4 meters with a standard deviation S2= 2 meters. Let μ1 and μ2 represent, respectively, the true mean circumferences of this species of tree. Assume the two-sample t procedures are safe to use. The researcher tests the following hypotheses:
H0: μ1 = μ2 versus Ha: μ1 ≠ μ2
The 90% confidence interval is 2 ± 0.83 meters. What conclusion can we state based on this confidence interval?
(Multiple Choice)
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Researchers are interested in whether the effects of DDT poisoning in rats are less extreme in males. An SRS of 100 male rats and an independent SRS of 100 female rats are obtained. The male rats had a sample mean of 39 and a sample standard deviation of 8. The female rats had a sample mean of 40 and a standard deviation of 10. Let μ1 represent the true mean response for the males and μ2 represent the true mean response of the females. They test the following hypotheses:
H0: μ1 = μ2 versus Ha: μ1 < μ2
The numerical value of the t statistic = .078 and the P-value = 0.22. What should we conclude?
(Multiple Choice)
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A study randomly assigned 60 adults diagnosed with metabolic syndrome to two groups, each containing 30 patients. One group was given daily tablets containing the Chinese herbal supplement Yiqi Huaju Qingli, while the other group was given daily placebo tablets. All 60 patients maintained their standard medical treatment throughout the 12 weeks of the study. Urinary microalbumin is a key factor in metabolic syndrome and an early sign of diabetic nephropathy. Urinary microalbumin (in mg/l) was assessed for all participants at the beginning and at the end of the study. Here are the published findings, expressed as "mean (standard deviation)":
?
Herbal Supplement Placebo Start of study 101.58(75.39) 98.50(66.92) End of study 47.11(27.85) 78.87(60.65) Using significance level ?= 0.05, do the data provide evidence that urinary microalbumin differed significantly between the two groups at the start of the study? [Note that the degrees of freedom is roughly 40 for this test.]
(Multiple Choice)
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A study examined the effect of protein consumption on weight gain in rats. Investigators obtained 14 female rats and randomly assigned 7 of them to a low-protein diet and the other 7 in a high-protein diet. After 60 days, the weight gained by each rat was recorded (in grams). Here are the summary findings, displayed as "mean (standard deviation)":
Low-Protein Diet High-Protein Diet 101.3(20.6) 127.5(21.1) Researchers want to know if the amount of protein in the rats' diet significantly affects their weight gain.
What should they conclude at significance level 5%?
(Multiple Choice)
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The circumference of a species of tree was thought to be different depending on certain geographical factors. An SRS of 60 trees of this species is selected in Sequoyah National Forest, where it is found that x̄1= 6 meters with a standard deviation S1= 3 meters. A second SRS of size 40 trees of the same species is independently selected in Yellowstone National Forest, and it is found that x̄2= 4 meters with a standard deviation S2= 2 meters. Let μ1 and μ2 represent, respectively, the true mean circumferences of this species of tree. Assume the two-sample t procedures are safe to use. To which value are the degrees of freedom for these t procedures closest?
(Multiple Choice)
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(33)
A new diet has been developed for raising beef cows. Two random samples of size 9 are independently selected, and one is given the standard diet while the other is given the new diet. After 18 weeks, the weight gain was measured for each cow. It was found that x̄1= 30 with S1= 8 and x̄2= 26 with S2= 6. Let μ1 and μ2 represent the mean weight gains we would observe for the entire population of beef cows when on, respectively, a new diet and a standard diet. Assume that two-sample t procedures are safe to use. To which value are the degrees of freedom for these t procedures closest?
(Multiple Choice)
4.8/5
(41)
Some chronic conditions produce episodes of severe flare-ups ("active" stage) between healthy periods ("inactive" stage). The active stage often necessitates immediate medical treatment. Researchers looked for biomarkers that might help identify these active stages. Here are data on the relative abundance of the protein BPG0235 in two independent random samples of men with the same chronic condition, 7 men in the active phase and 9 men in the inactive phase:
Active Inactive 1.0 1.1 1.0 0.9 1.0 0.5 1.2 0.9 1.2 1.0 1.3 1.0 1.0 0.8 0.7 1.1 We want to know if there is a significant difference in the relative abundance of the protein BPG0235 between men in the active stage and men in the inactive phase. Therefore, we test the following hypotheses:
?
H0: ?A= ?1 versus Ha: ?A? ?1
What is the closest value to the P-value for the test?
(Multiple Choice)
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The circumference of a species of tree was thought to be different depending on certain geographical factors. An SRS of 60 trees of this species is selected in Sequoyah National Forest, where it is found that x̄1= 6 meters with a standard deviation S1= 3 meters. A second SRS of size 40 trees of the same species is independently selected in Yellowstone National Forest, and it is found that x̄2= 4 meters with a standard deviation S2= 2 meters. Let μ1 and μ2 represent, respectively, the true mean circumferences of this species of tree. Assume the two-sample t procedures are safe to use. The researcher tests the following hypotheses:
H0: μ1 = μ2 versus Ha: μ1 ≠ μ2
What is the numerical value of the two-sample t statistic testing these hypotheses?
(Multiple Choice)
4.8/5
(32)
A study examined the effect of protein consumption on weight gain in rats. Investigators obtained 14 female rats and randomly assigned 7 of them to a low-protein diet and the other 7 to a high-protein diet. After 60 days, the weight gained by each rat was recorded (in grams). Here are the summary findings, displayed as "mean (standard deviation)":
Low-Protein Diet High-Protein Diet 101.3(20.6) 127.5(21.1) Researchers want to know if the amount of protein in the rats' diet significantly affects their weight gain. What are the corresponding null and alternative hypotheses?
(Multiple Choice)
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What is the rationale for avoiding the pooled procedures for inference?
(Multiple Choice)
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