Exam 7: Sampling and Sampling Distributions
Exam 1: Data and Statistics84 Questions
Exam 2: Descriptive Statistics: Tabular and Graphical Presentations116 Questions
Exam 3: Descriptive Statistics: Numerical Measures130 Questions
Exam 4: Introduction to Probability127 Questions
Exam 5: Discrete Probability Distributions146 Questions
Exam 6: Continuous Probability Distributions138 Questions
Exam 7: Sampling and Sampling Distributions123 Questions
Exam 8: Interval Estimation111 Questions
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Exam 10: Comparisons Involving Means, Experimental Design, and Analysis of Variance184 Questions
Exam 11: Comparisons Involving Proportions and a Test of Independence117 Questions
Exam 12: Simple Linear Regression107 Questions
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Exam 14: Statistical Methods for Quality Control72 Questions
Exam 15: Time Series Analysis and Forecastng75 Questions
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A sample of 10 members of a video club provides the following data on number of videos they own. Use Excel to answer the questions that follow the data.
a.What is the point estimate for the mean number of videos owned by all video club members?
b.Determine the point estimate for the standard deviation of the population.

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Stratified random sampling is a method of selecting a sample in which
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Candidate A is running for president of the student government at a large university. The proportion of voters who favor the candidate is 0.8. A simple random sample of 100 voters is taken.
a.What are the expected value, standard deviation, and shape of the sampling distribution of
?
b.What is the probability that the number of voters in the sample who will not favor Candidate A will be between 26 and 30?
c.What is the probability that the number of voters in the sample who will not favor Candidate A will be more than 16?

(Short Answer)
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Missy Walters owns a mail-order business specializing in baby clothes. Missy is confident the dollar amounts of all her orders are normally distributed or nearly so. Assume she knows the mean and standard deviation are $249 and $46, respectively, for all orders she receives.
a. Describe the sampling distribution of
, where
is the mean dollar-amount of an order for a sample of 10 orders.
b. What is the probability that a simple random sample of 30 orders will provide an estimate of the population mean dollar-amount of an order that is within plus or minus $10 of the actual population mean?
c. What happens to the sampling distribution of
when the sample size is increased from 30 to 90? With a sample size of 90, what is the probability that
will be between $239 and $259?




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There are 500 employees in a firm, 45% are female. A sample of 60 employees is selected randomly.
a.Determine the standard error of the proportion.
b.What is the probability that the sample proportion of females is between 0.40 and 0.55?
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Thirty percent of a magazine's subscribers are female. A random sample of 50 subscribers is taken. Answer the following questions using Excel.
a.What is the probability that the proportion of females from this sample is at most 0.25?
b.What is the probability that the proportion of females from this sample is between 0.22 and 0.28?
c.What is the probability that the proportion of females from this sample is within .03 of the population proportion?
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Random samples of size 525 are taken from a process (an infinite population) whose population proportion is 0.3. The standard deviation of the sample proportions (i.e., the standard error of the proportion) is
(Multiple Choice)
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A simple random sample of size n from a finite population of size N is a sample selected such that each possible sample of size
(Multiple Choice)
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The price of a particular brand of jeans has a mean of $37.99 and a standard deviation of $7. A sample of 49 pairs of jeans is selected. Use Excel to answer the following questions.
a.What is the probability that the sample of jeans will have a mean price less than $40?
b.What is the probability that the sample of jeans will have a mean price between $38 and $39?
c.What is the probability that the sample of jeans will have a mean price within $3 of the population mean?
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Exhibit 7-3
The following information was collected from a simple random sample of a population.
-Refer to Exhibit 7-3. The point estimate of the mean of the population is

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In a local university, 10% of the students live in the dormitories. A random sample of 100 students is selected for a particular study.
a.What is the probability that the sample proportion of students living in the dormitories is between 0.172 and 0.178?
b.What is the probability that the sample proportion of students living in the dormitories is greater than 0.025?
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The standard deviation of all possible
values is called the

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A subset of a population selected to represent the population is a
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Exhibit 7-1
The following data was collected from a simple random sample from a process (an infinite population).
-Refer to Exhibit 7-1. The point estimate of the population mean

(Multiple Choice)
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From a population of 200 elements, the standard deviation is known to be 14. A sample of 49 elements is selected. It is determined that the sample mean is 56. The standard error of the mean is
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The life expectancy in the United States is 75 with a standard deviation of 7 years. A random sample of 49 individuals is selected.
a.What is the probability that the sample mean will be larger than 77 years?
b.What is the probability that the sample mean will be less than 72.7 years?
c.What is the probability that the sample mean will be between 73.5 and 76 years?
d.What is the probability that the sample mean will be between 72 and 74 years?
e.What is the probability that the sample mean will be larger than 73.46 years?
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Exhibit 7-5
Random samples of size 17 are taken from a population that has 200 elements, a mean of 36, and a standard deviation of 8.
-Refer to Exhibit 7-5. Which of the following best describes the form of the sampling distribution of the sample mean for this situation?
(Multiple Choice)
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As a general rule, the sampling distribution of the sample proportions can be approximated by a normal probability distribution whenever
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