Name: __________________________ Date: _____________
Use the following to answer questions 1-3:
1. For this density curve, which of the following is true? A) The curve is symmetric. B) The interquartile range is 1. C) The median is 1. D) The total area under the curve is 1. E) All of the above.
2. For this density curve, what percentage of the observations lies above 1.5? A) Less than 10%. B) 25%. C) 50%. D) 75%. E) 80%.
3. For this density curve, what percentage of the observations lies between 0.5 and 1.2? A) 25%. B) 35%. C) 50%. D) 60%. E) 70%.
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4. For the density curve displayed below, the mean is
A) B) C) D) E)
0.25. 0.50. 0.71. 0.75. 1.
5. A normal density curve has which of the following properties? A) It is symmetric. B) The median is equal to the mean. C) The spread of the curve is proportional to the standard deviation. D) It has a peak centered above its mean. E) All of the above.
6. Items produced by a manufacturing process are supposed to weigh 90 grams. However, the manufacturing process is such that there is variability in the items produced and they do not all weigh exactly 90 grams. The distribution of weights can be approximated by a normal distribution with a mean of 90 grams and a standard deviation of 1 gram. Using the 68–95–99.7 rule, what percentage of the items will either weigh less than 87 grams or more than 93 grams? A) 0.3%. B) 3%. C) 6%. D) 94%. E) 99.7%.
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7. For the density curve below, which of the following is true?
A) B) C) D) E)
The mean and median are equal. The mean is greater than the median. The mean is less than the median. The mean could be either greater than or less than the median. The mean is 0.5.
8. Increasing the frequency of observations in the tails of a distribution will A) not affect the standard deviation as long as the increases are balanced on either side of the mean. B) not affect the standard deviation under any circumstances. C) increase the standard deviation. D) decrease the standard deviation. E) skew the standard deviation.
9. The time it takes for students to complete a standardized exam is approximately normal with a mean of 70 minutes and a standard deviation of 10 minutes. Using the 68–95–99.7 rule, what percentage of students will complete the exam in under an hour? A) 68%. B) 47.5%. C) 32%. D) 16%. E) 5%.
10. Using the standard normal distribution tables, what is the area under the standard normal curve corresponding to Z < 1.1? A) 0.1357. B) 0.2704. C) 0.3643. D) 0.8413. E) 0.8643.
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11. Using the standard normal distribution tables, what is the area under the standard normal curve corresponding to Z > –1.22? A) 0.1151. B) 0.1112. C) 0.3888. D) 0.8849. E) 0.8888.
12. Using the standard normal distribution tables, what is the area under the standard normal curve corresponding to –0.5 < Z < 1.2? A) 0.2815. B) 0.3085. C) 0.4236. D) 0.5764. E) 0.8849.
Use the following to answer questions 13-14: The temperature at any random location in a kiln used in the manufacture of bricks is normally distributed with a mean of 1000o F and a standard deviation of 50° F.
13. If bricks are fired at a temperature above 1125°F, they will crack and must be discarded. If the bricks are placed randomly throughout the kiln, the proportion of bricks that crack during the firing process is closest to A) 0.62%. B) 2.28%. C) 6.2%. D) 47.72%. E) 49.38%.
14. When glazed bricks are put in the oven, they will miscolor if the temperature is below 900°F. If the bricks are placed randomly throughout the kiln, the proportion of glazed bricks that miscolor is closest to A) 0.62%. B) 2.28%. C) 22.8%. D) 47.72%. E) 49.38%.
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15. Birthweights at a local hospital have a normal distribution with a mean of 110 ounces and a standard deviation of 15 ounces. The proportion of infants with birthweights under 95 ounces is A) 0.159. B) 0.341. C) 0.500. D) 0.682. E) 0.841. 16. A company produces boxes of soap powder labeled “Giant Size 32 Ounces.” The actual weight of soap powder in a box has a normal distribution with a mean of 33 ounces and a standard deviation of 0.7 ounces. What proportion of boxes are underweight (i.e., weigh less than 32 ounces)? A) 0.0764. B) 0.2420. C) 0.4236. D) 0.7580. E) 0.9236.
17. A market research company employs a large number of typists to enter data into a computer. The time taken for new typists to learn the computer system is known to have a normal distribution with a mean of 90 minutes and a standard deviation of 18 minutes. The proportion of new typists that take more than two hours to learn the computer system is A) 0.048. B) 0.394. C) 0.452. D) 0.548. E) 0.952.
Use the following to answer questions 18-19: The distribution of actual weights of 8.0-ounce chocolate bars produced by a certain machine is normal with a mean of 8.1 ounces and a standard deviation of 0.1 ounces.
18. The proportion of chocolate bars weighing less than 8.0 ounces is A) 0.159. B) 0.341. C) 0.500. D) 0.659. E) 0.841.
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19. The proportion of chocolate bars weighing between 8.2 and 8.3 ounces is A) 0.819. B) 0.636. C) 0.477. D) 0.136. E) 0.022.
20. Birthweights at a local hospital have a normal distribution with a mean of 110 ounces and a standard deviation of 15 ounces. The proportion of infants with birthweights between 125 ounces and 140 ounces is A) 0.819. B) 0.636. C) 0.477. D) 0.158. E) 0.136.
21. The scores on a university examination are normally distributed with a mean of 62 and a standard deviation of 11. If the bottom 5% of students will fail the course, what is the lowest mark (rounded to the nearest whole number) that a student can have and still be awarded a passing grade? A) 62. B) 57. C) 44. D) 40. E) 3.
22. The time it takes for students to complete a standardized exam is approximately normal with a mean of 70 minutes and a standard deviation of 10 minutes. How much time should be given to complete the exam so that 80% of the students will complete the exam in the time given? A) 78 minutes. B) 78.4 minutes. C) 79.8 minutes. D) 84 minutes. E) 92.8 minutes.
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23. The time taken to prepare the envelopes to mail a weekly report to all executives in a company has a normal distribution with a mean of 35 minutes and a standard deviation of 2 minutes. On 95% of all occasions, the mailing preparation takes less than A) 31.71 minutes. B) 34.75 minutes. C) 35.25 minutes. D) 36.90 minutes. E) 38.29 minutes. 24. A soft-drink machine can be regulated so that it discharges an average of ounces per cup. If the ounces of fill are normally distributed with a standard deviation of 0.4 ounces, what value should be set at so that 6-ounce cups will overflow only 2% of the time? A) 5.18. B) 5.60. C) 6.00. D) 6.01. E) 6.82.
25. The weights of boxes of cookies produced by a certain manufacturer have a normal distribution with a mean of 202 grams and a standard deviation of 3 grams. Rounded to the nearest whole number, the weight that should be stamped on each box so that only 1% of all boxes are underweight is A) 195 grams. B) 200 grams. C) 202 grams. D) 209 grams. E) There is not enough information given to determine this value.
26. The weight of a randomly selected can of a new soft drink is known to have a normal distribution with a mean of 8.3 ounces and a standard deviation of 0.2 ounces. The weight that should be stamped on each can so that only 2% of all cans are underweight is A) 7.89 ounces. B) 8.13 ounces. C) 8.26 ounces. D) 8.28 ounces. E) 8.71 ounces.
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27. A company produces boxes of soap powder labeled “Giant Size 32 Ounces.” The actual weight of soap powder in a box has a normal distribution with a mean of 33 ounces and a standard deviation of 0.7 ounces. 95% of all boxes actually contain more than x ounces of soap powder. What is x? A) 34.40. B) 34.15. C) 31.85. D) 31.60. E) 30.85.
28. The distribution of actual weights of 8-ounce chocolate bars produced by a certain machine is normal with a mean of 8.1 ounces and a standard deviation of 0.1 ounces. What weight should be listed on each chocolate bar wrapper so that only 1% of all bars are underweight? A) 7.77 ounces. B) 7.87 ounces. C) 8.00 ounces. D) 8.23 ounces. E) 8.33 ounces.
29. A stemplot of a set of data is roughly symmetric, but the data do not even approximately follow the 68–95–99.7 rule. We conclude that the data are A) normal, but not standard normal. B) standard normal. C) not normal. D) normal. E) skewed in both directions.
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30. Which of the following five histograms would best be approximated by a normal distribution? A)
B)
C)
D)
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E)
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Answer Key 1. 2. 3. 4. 5. 6. 7. 8. 9. 10. 11. 12. 13. 14. 15. 16. 17. 18. 19. 20. 21. 22. 23. 24. 25. 26. 27. 28. 29. 30.
E B B B E A C C D E E D A B A A A A D E C B E A A A C B C C
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