In: Statistics and Probability
1. The mean cholesterol level of 40 to 60 year-old women surveyed in a particular country was found to be 5 mmol/l with a standard deviation is 1 mmol/l. The random variable is
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 the number of women in the survey  | 
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 the ages of the women surveyed  | 
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 the cholesterol level  | 
2. Which of the following statements is correct regarding the standard normal distribution?
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 It is also called the z distribution  | 
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 Any normal distribution can be converted to the standard normal distribution  | 
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 The mean is 0 and the standard deviation is 1.  | 
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 All of these answers are correct.  | 
3. A survey of Canadians showed the mean number of hours spent volunteering at any activity was 11 hours per year with a standard deviation of 1.5 hours. If the number of hours spent volunteering is normally distributed, what is the probability that a randomly selected person will have spent more than 15 hours volunteering over a one-year period?
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 0.9962  | 
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 0.4962  | 
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 0.0038  | 
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 0.5038  | 
4.For a uniform continuous probability distribution, the probability of observing any single observation of the random variable is equal to 1/(b-a).
| True | |
| False | 
5.To compute the median of a continuous uniform probability distribution we sum the minimum and maximum observations and divide the sum by 2.
| True | |
| False | 
6.A normal distribution refers to any symmetric probability distribution, whether discrete or continuous.
| True | |
| False | 
7. The total area under the normal curve
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 equals 0.5  | 
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 equals 1.0  | 
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 varies depending on the problem being solved  | 
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 cannot be determined without more information  | 
Solution:
1. The mean cholesterol level of 40 to 60-year-old women surveyed in a particular country was found to be 5 mmol/l with a standard deviation is 1 mmol/l. The random variable is
Answer: The cholesterol level
2. Which of the following statements is correct regarding the standard normal distribution?
Answer: All of these answers are correct.
3. A survey of Canadians showed the mean number of hours spent volunteering at any activity was 11 hours per year with a standard deviation of 1.5 hours. If the number of hours spent volunteering is normally distributed, what is the probability that a randomly selected person will have spent more than 15 hours volunteering over a one-year period?
Answer: 0.0038
Explanation:
We have to find:


Using the standard normal table, we have:

4.For a uniform continuous probability distribution, the probability of observing any single observation of the random variable is equal to 1/(b-a)
Answer: False because the probability of single observation of the continuous random variable is always 0
5.To compute the median of a continuous uniform probability distribution we sum the minimum and maximum observations and divide the sum by 2.
Answer: TRUE because the median of the uniform distribution is:

6.A normal distribution refers to any symmetric probability distribution, whether discrete or continuous.
Answer: False because normal distribution is a continuous distribution.
7. The total area under the normal curve
Answer: equal to 1.0