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STAT 200 Week 5 Homework solution correct answers

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STAT 200 Week 5 Homework solution correct answers

Lane Chap. 10

10. The effectiveness of a blood-pressure drug is being investigated. How might an experimenter demonstrate that, on average, the reduction in systolic blood pressure is 20 or more?

 

12. A person claims to be able to predict the outcome of flipping a coin. This person is correct 16/25 times. Compute the 95% confidence interval on the proportion of times this person can predict coin flips correctly. What conclusion can you draw about this test of his ability to predict the future?

 

15. You take a sample of 22 from a population of test scores, and the mean of your sample is 60.

(a) You know the standard deviation of the population is 10. What is the 99% confidence interval on the population mean.

(b) Now assume that you do not know the population standard deviation, but the standard deviation in your sample is 10. What is the 99% confidence interval on the mean now?

 

18. You were interested in how long the average psychology major at your college studies per night, so you asked 10 psychology majors to tell you the amount they study. They told you the following times: 2, 1.5, 3, 2, 3.5, 1, 0.5, 3, 2, 4.

(a) Find the 95% confidence interval on the population mean. (b) Find the 90% confidence interval on the population mean.

 

Illowsky Chap. 8

100. What is meant by the term “90% confident” when constructing a confidence interval for a mean?

a. If we took repeated samples, approximately 90% of the samples would produce the same confidence interval.

b. If we took repeated samples, approximately 90% of the confidence intervals calculated from those samples would contain the sample mean.

c. If we took repeated samples, approximately 90% of the confidence intervals calculated from those samples would contain the true value of the population mean.

d. If we took repeated samples, the sample mean would equal the population mean in approximately 90% of the samples.

 

 

106. Suppose that a committee is studying whether or not there is waste of time in our judicial system. It is interested in the mean amount of time individuals waste at the courthouse waiting to be called for jury duty. The committee randomly surveyed 81 people who recently served as jurors. The sample mean wait time was eight hours with a sample standard deviation of four hours.

a.

i. x ¯ = __________

ii. sx = __________

iii. n= __________

iv. n– 1 = __________

b. Define the random variables X and X ¯ in words.

c. Which distribution should you use for this problem? Explain your choice.

d. Construct a 95% confidence interval for the population mean time wasted.

i. State the confidence interval.

ii. Sketch the graph.

iii. Calculate the error bound.

e. Explain in a complete sentence what the confidence interval means.

 

A quality control specialist for a restaurant chain takes a random sample of size 12 to check the amount of soda served in the 16 oz. serving size. The sample mean is 13.30 with a sample standard deviation of 1.55. Assume the underlying population is normally distributed.

116. What is the error bound?

a. 0.87

b. 1.98

c. 0.99

d. 1.74

 

130. On May 23, 2013, Gallup reported that of the 1,005 people surveyed, 76% of U.S. workers believe that they will continue working past retirement age. The confidence level for this study was reported at 95% with a ±3% margin of error.

a. Determine the estimated proportion from the sample.

b. Determine the sample size.

c. Identify CL and α.

d. Calculate the error bound based on the information provided.

e. Compare the error bound in part d to the margin of error reported by Gallup. Explain any differences between the values.

f. Create a confidence interval for the results of this study.

g. A reporter is covering the release of this study for a local news station. How should she explain the confidence interval to her audience?

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Lane Chap. 10 10. The effectiveness of a blood-pressure drug is being investigated. How might an experimenter demonstrate that, on average, the reduction in systolic blood pressure is 20 or more? He will take a sample of some people's systolic pressure before and after admitting the drug and then test for mean=mu1-mu2>20 at the required level. If it is not rejected then the experimenter can say that the reduction is 20 or more at that level 12. A person claims to be able to predict the outcome of flipping a coin. This person is correct 16/25 times. Compute the 95% confidence interval on the proportion of times this person can predict coin flips correctly. What conclusion can you draw about this test of his ability to predict the future? The confidence interval is calculated using Z-value Confidence Interval Estimate for the Proportion Data Sample Size 25 Number of Successes 16 Confidence Level 95% Intermediate Calculations Sample Proportion 0.64 Z Value 1.9600 Standard Error of the Proportion 0.0960 Interval Half Width 0.1882 Confidence Interval Interval Lower Limit 0.4518 Interval Upper Limit 0.8282 Therefore, a person is 95% confident that his true mean that he can predict the coin flips correctly lies between 0.4518 and 0.8282 respectively. 15. You take a sample of 22 from a population of test scores, and the mean of your sample is 60. (a) You know the standard deviation of the population is 10. What is the 99% confidence interval on the population mean? If we know the population standard deviation (σ) then we construct a Z-confidence interval. Xbar ± Z* σ/sqrt(n) Confidence Interval Estimate for the Mean Data Population Standard Deviation 10 Sample Mean 60 Sample Size 22 Confidence Level 99% Intermediate Calculations Standard Error of the Mean 2.132 Degrees of Freedom 21 Z Value 2.5758 Interval Half Width 5.4917 Confidence Interval Interval Lower Limit 54.51 Interval Upper Limit 65.49 Thus, the 99% confidence interval is (54.51, 65.49) respectively. (b) Now assume that you do not know the population standard deviation, but the standard deviation in your sample is 10. What is the 99% confidence inter...
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