Since a sample is a subset of the population, the sample mean

Since a sample is a subset of the population, the sample mean


a. is always smaller than the mean of the population

b. is always larger than the mean of the population

c. must be equal to the mean of the population

d. can be larger, smaller, or equal to the mean of the population


Answer: d. can be larger, smaller, or equal to the mean of the population

The average age in a sample of 190 students at City College is 22. As a result of this sample, it can be concluded that the average age of all the students at City College

The average age in a sample of 190 students at City College is 22. As a result of this sample, it can be concluded that the average age of all the students at City College


a. must be more than 22, since the population is always larger than the sample

b. must be less than 22, since the sample is only a part of the population

c. could not be 22

d. could be larger, smaller, or equal to 22


Answer: d. could be larger, smaller, or equal to 22

A statistics professor asked students in a class their ages. On the basis of this information, the professor states that the average age of all the students in the university is 24 years. This is an example of

A statistics professor asked students in a class their ages. On the basis of this information, the professor states that the average age of all the students in the university is 24 years. This is an example of


a. a census

b. Data and Statistics

c. an experiment

d. statistical inference


Answer: d. statistical inference

In a sample of 400 students in a university, 80, or 20%, are Business majors. Based on the above information, the school's paper reported that "20% of all the students at the university are Business majors." This report is an example of

In a sample of 400 students in a university, 80, or 20%, are Business majors. Based on the above information, the school's paper reported that "20% of all the students at the university are Business majors." This report is an example of


a. a sample

b. a population

c. statistical inference

d. Data and Statistics


Answer: c. statistical inference

Statistical inference

Statistical inference


a. refers to the process of drawing inferences about the sample based on the characteristics of the population

b. is the same as Data and Statistics

c. is the process of drawing inferences about the population based on the information taken from the sample

d. is the same as a census


Answer: c. is the process of drawing inferences about the population based on the information taken from the sample

Income is an example of

Income is an example of



a. categorical data

b. either categorical or quantitative data

c. dollar data

d. quantitative data


Answer: d. quantitative data

For ease of data entry into a university database, 1 denotes that the student is an undergraduate and 2 indicates that the student is a graduate student. In this case data are

For ease of data entry into a university database, 1 denotes that the student is an undergraduate and 2 indicates that the student is a graduate student. In this case data are


a. categorical

b. quantitative

c. either categorical or quantitative

d. neither categorical nor quantitative


Answer: a. categorical

Temperature is an example of

Temperature is an example of



a. a categorical variable

b. a quantitative variable

c. either a quantitative or categorical variable

d. neither a quantitative nor categorical variable


Answer: b. a quantitative variable

Ordinary arithmetic operations are meaningful

Ordinary arithmetic operations are meaningful



a. only with categorical data

b. only with quantitative data

c. either with quantitative or categorical data

d. None of these alternatives is correct.


Answer: b. only with quantitative data

Which of the following statements, do you think, can be a valid reason of the objection raised by some members of the Congress, against some of the questions in the form?

The 2000 census form asked 53 detailed questions, such as: "Do you have complete plumbing facilities in this house, apartment, or mobile home; hot and cold piped water, a flush toilet, and bathtub or shower?" The form also asked the questions about income (in dollars, broken down by source) and about whether any "physical, mental, or emotional condition causes difficulty in learning, remembering, or concentrating." Some members of Congress objected to these questions, even though Congress had approved them.


Which of the following statements, do you think, can be a valid reason of the objection raised by some members of the Congress, against some of the questions in the form?

A.

Some of the questions in the form were not in the interest of the Congress.

B.

Some of the questions in the form were not valid.

C.

Some of the questions in the form seem to invade privacy of the people.


Answer: C.

Some of the questions in the form seem to invade privacy of the people.

Your college or university has an institutional review board that screens all studies that use human subjects. Which of the following should be the duties of the board?

Your college or university has an institutional review board that screens all studies that use human subjects. Which of the following should be the duties of the board?



A.

Protect the rights and welfare of human subjects recruited to participate in research activities.

B.

Decide whether a proposed study is statistically sound.

C.

Put more proposals in the minimal-risk category to speed the work in the event of work overload.

D.

Decide whether a proposed study will produce valuable information.

E.

Review the consent forms to ensure that subjects are informed about the nature of the study and potential risks.


Answer: E.

Review the consent forms to ensure that subjects are informed about the nature of the study and potential risks.


In which of the circumstances below would you allow collecting personal information without the subjects' consent?

In which of the circumstances below would you allow collecting personal information without the subjects' consent?



A.

A social psychologist pretends to be converted to membership in a religious group and attends private meetings to study the behavior patterns of members.

B.

A social psychologist attends public meetings of a religious group to study the behavior patterns of members.

C.

A government agency takes a random sample of income tax returns to obtain information on the average income of people in different occupations. Only the incomes and occupations are recorded from the returns, not the names.



Answer: C.

A government agency takes a random sample of income tax returns to obtain information on the average income of people in different occupations. Only the incomes and occupations are recorded from the returns, not the names.


One of the most important nongovernment surveys in the United States is the General Social Survey. The GSS regularly monitors public opinion on a wide variety of political and social issues. Interviews are conducted in person in the subject's home. A subject's responses to GSS questions are:

One of the most important nongovernment surveys in the United States is the General Social Survey. The GSS regularly monitors public opinion on a wide variety of political and social issues. Interviews are conducted in person in the subject's home. 
A subject's responses to GSS questions are:


A.

Confidential

B.

Both confidential and anonymous

C.

Anonymous


Answer: A.

Confidential

Some people think that the law should require that all political poll results be made public. Otherwise, the possessors of poll results can use the information to their own advantage. They can act on the information, release only selected parts of it, or time the release for best effect. A candidate's organization replies that they are paying for the poll in order to gain information for their own use, not to amuse the public. Which of the following statements do you think is appropriate in reference to the scenario?

Some people think that the law should require that all political poll results be made public. Otherwise, the possessors of poll results can use the information to their own advantage. They can act on the information, release only selected parts of it, or time the release for best effect. A candidate's organization replies that they are paying for the poll in order to gain information for their own use, not to amuse the public. 
Which of the following statements do you think is appropriate in reference to the scenario?



A.

The polling organizations can modify the information to their benefit and then make it public.

B.

The polling organizations can provide incomplete information, if they do not want to reveal complete information.

C.

The polling organizations should provide true information if they wish to make it public.



Answer: C.

The polling organizations should provide true information if they wish to make it public.


Residents who own a house in a particular city were divided into 15 groups based on the location of their house. A random sample of ten residents from each of the 15 groups was selected to be interviewed. What type of sampling plan is being used?

Residents who own a house in a particular city were divided into 15 groups based on the location of their house. A random sample of ten residents from each of the 15 groups was selected to be interviewed. What type of sampling plan is being used?


a. Cluster sampling

b. Judgment sampling

c. Stratified random sampling

d. Systematic sampling


Answer: c. Stratified random sampling

A wildlife management organization is interested in estimating the number of moose in a particular region. Organization employees divide the region into ten sections and randomly select four sections to survey the number of moose present. What sampling method is being used?

A wildlife management organization is interested in estimating the number of moose in a particular region. Organization employees divide the region into ten sections and randomly select four sections to survey the number of moose present. What sampling method is being used?


a. Systematic sampling

b. Judgment sampling

c. Stratified random sampling

d. Cluster sampling


Answer: d. Cluster sampling

A sample chosen by stratified random sampling involves:

A sample chosen by stratified random sampling involves:


a. randomly selecting one of the first k elements in an ordered population, and then selecting every kth element in the population thereafter.

b. selecting a simple random sample of clusters from the available clusters in the population.

c. selecting a simple random sample from each of a given number of strata formed from the elements in the population.

d. a sample chosen by a knowledgeable person on the subject of the study.


Answer: c. selecting a simple random sample from each of a given number of strata formed from the elements in the population.

A random sample of 150 individuals who purchased a computer was taken. The survey determined that 70 of the individuals purchased Brand D. Which of the following is an unbiased estimate of the population proportion of all computers purchased that are Brand D?

A random sample of 150 individuals who purchased a computer was taken. The survey determined that 70 of the individuals purchased Brand D. Which of the following is an unbiased estimate of the population proportion of all computers purchased that are Brand D?


a. .53

b. 70

c. The population proportion is not known so an unbiased estimate cannot be determined.

d. .47


Answer: d. .47

Suppose candidate A for a town council seat receives 43% of the votes in an election. As voters leave the polls they are asked who they voted for. What is the probability that less than 40% of the 80 voters surveyed indicate they voted for candidate A? Assume an infinite population.

Suppose candidate A for a town council seat receives 43% of the votes in an election. As voters leave the polls they are asked who they voted for. What is the probability that less than 40% of the 80 voters surveyed indicate they voted for candidate A? Assume an infinite population.


a. .2939

b. .7061

c. .1368

d. .8632


Answer: a. .2939

Suppose s random sample of 20 observations is taken from an infinite population. The sampling distribution of p̂ is

Suppose s random sample of 20 observations is taken from an infinite population. The sampling distribution of p̂ is


a. not normal since n < 30

b. approximately uniform because p is always normally distributed

c. approximately normal if np > 30 and n(1 - p) > 30

d. approximately normal if np ≤ 5 and n(1 - p)≤ 5


Answer: d. approximately normal if np ≤ 5 and n(1 - p)≤ 5

A population of size 320 has a proportion equal to .60 for the characteristic of interest. What are the mean and the standard deviation, respectively, of the sample proportion for samples of size 12?

A population of size 320 has a proportion equal to .60 for the characteristic of interest. What are the mean and the standard deviation, respectively, of the sample proportion for samples of size 12?


a. .60 and.14

b. 192 and 45

c. .60 and.02

d. 320 and.02


Answer: a. .60 and.14

Suppose the salaries of university professors are approximately normally distributed with a mean of $65,000 and a standard deviation of $7,000. If a random sample of size 25 is taken and the mean is calculated, what is the probability that the mean value will be between $62,500 and $64,000?

Suppose the salaries of university professors are approximately normally distributed with a mean of $65,000 and a standard deviation of $7,000. If a random sample of size 25 is taken and the mean is calculated, what is the probability that the mean value will be between $62,500 and $64,000?


a. 0.1465

b. 0.0371

c. 0.2005

d. 0.0827


Answer: c. 0.2005

When can the central limit theorem be used to approximate the sampling distribution of x̄ by a normal curve?

When can the central limit theorem be used to approximate the sampling distribution of x̄ by a normal curve?


a. It can be used when the standard deviation of the population is normally distributed.

b. It can be used only when the population distribution is normal.

c. It can be used when the population distribution is not normal and n is greater than 30.

d. It can be used when the population is skewed and n is less than 20.


Answer: c. It can be used when the population distribution is not normal and n is greater than 30.

Which of the following is an unbiased point estimator?

Which of the following is an unbiased point estimator?


a. n is an unbiased estimator of x̄

b. s is an unbiased estimator of sigma

c. All of these choices are correct.

d. x̄ is an unbiased estimator of μ


Answer: d. x̄ is an unbiased estimator of μ

The sampling distribution describes the:

The sampling distribution describes the:


a. sample size.

b. long-run behavior of a statistic.

c. short-term behavior of the population.

d. population proportion.


Answer: b. long-run behavior of a statistic.

A university is interested in the average age of its students. A simple random sample of 30 students was selected. The following descriptive statistics for their ages were compted: x̄ =20.8 and s^2=8.4. What is a point estimate of the population standard deviation for age?

A university is interested in the average age of its students. A simple random sample of 30 students was selected. The following descriptive statistics for their ages were compted: x̄ =20.8 and s^2=8.4. What is a point estimate of the population standard deviation for age?


a. 8.4

b. 20.8

c. 70.6

d. 2.9


Answer: d. 2.9

What is a point estimate for μ, the mean test score for the population?

A simple random sample of 8 high school student's ACT scores gave the following data.

27, 30, 20, 29, 28, 36, 34, 31


What is a point estimate for μ, the mean test score for the population?


a. 235

b. 4.84

c. 29.38

d. A point estimate cannot be computed since the data for the whole population are not available.


Answer: c. 29.38

If we select simple random samples of size 2 from the given data, what is the probability of any of the five employees being selected first?

Starting salaries of a sample of five management majors along with their genders are shown below.


Employee|Salary($1000s)|M/F

1 | 30 | F

2 | 28 | M

3 | 22 | F

4 | 26 | F

5 | 19 | M


If we select simple random samples of size 2 from the given data, what is the probability of any of the five employees being selected first?


a. 0.40

b. 0.20

c. 0.50

d. 0.10


Answer: b. 0.20

A simple random sample of size 5 from an infinite population is to be selected. Each possible sample should have:

A simple random sample of size 5 from an infinite population is to be selected. Each possible sample should have:


a. a probability of .2 of being selected.

b. a different probability of being selected.

c. a probability of .5 of being selected.

d. the same probability of being selected.


Answer: d. the same probability of being selected.

The CEO of a large corporation is interested in the average salary of all managers for his large corporation. A sample of 500 managers found the average salary to be $56,500. Which of the following statements is correct?

The CEO of a large corporation is interested in the average salary of all managers for his large corporation. A sample of 500 managers found the average salary to be $56,500. Which of the following statements is correct?


a. The average salary for all the managers will also be $56,500.

b. The average salary for the 500 managers can be used to estimate the average salary for all managers.

c. The population size is 500 managers.

d. The value $56,500 is a parameter.


Answer: b. The average salary for the 500 managers can be used to estimate the average salary for all managers.

The time it takes to completely clean an office building follows an exponential distribution with a mean of 135 minutes. What is the probability of cleaning an office building in 135 minutes or less?

The time it takes to completely clean an office building follows an exponential distribution with a mean of 135 minutes. What is the probability of cleaning an office building in 135 minutes or less?


a. .6321

b. .50

c. .3679

d. 1.00


Answer: a. .6321

The lodge at a ski resort has 50 suites. In the winter months, the occupancy rate for the suites is approximately 90%. What is the probability that at least 80% of the suites are occupied on a given day?

The lodge at a ski resort has 50 suites. In the winter months, the occupancy rate for the suites is approximately 90%. What is the probability that at least 80% of the suites are occupied on a given day?


a. .1662

b. .9908

c. .5714

d. Not enough information is give to answer the question.


Answer: b. .9908

A small business owner determines that her revenue during the next year should be approximately normally distributed with a mean of $425,000 and a standard deviation of $130,000. What is the probability that her revenue will exceed $600,000?

A small business owner determines that her revenue during the next year should be approximately normally distributed with a mean of $425,000 and a standard deviation of $130,000. What is the probability that her revenue will exceed $600,000?


a. .9999

b. .5000

c. .0885

d. .9115


Answer: c. .0885

Suppose a preliminary screening is given to prospective student athletes at a university to determine whether they would qualify for a scholarship. The scores are approximately normal with a mean of 85 and a standard deviation of 20. If the range of possible scores is 0 to 100, what percentage of students has a score less than 85?

Suppose a preliminary screening is given to prospective student athletes at a university to determine whether they would qualify for a scholarship. The scores are approximately normal with a mean of 85 and a standard deviation of 20. If the range of possible scores is 0 to 100, what percentage of students has a score less than 85?


a. 50%

b. 100%

c. 8.5%

d. 98.34%


Answer: a. 50%

A local retailer received a shipment of 20 items that included 6 defective and 14 nondefective items. In the inspection of the shipment, a sample of 8 items will be selected and tested. The mean number of defective items is:

A local retailer received a shipment of 20 items that included 6 defective and 14 nondefective items. In the inspection of the shipment, a sample of 8 items will be selected and tested. The mean number of defective items is:


a. 2.4

b. 5.6

c. .3

d. 6


Answer: a. 2.4

A retailer received seven new items from the manufacturer. Four of the items were damaged in transit. The retailer sold three items to five customers. Which of the following probability distributions would be useful in this situation?

A retailer received seven new items from the manufacturer. Four of the items were damaged in transit. The retailer sold three items to five customers. Which of the following probability distributions would be useful in this situation?


a. Poisson probability distribution

b. Binomial probability distributions

c. Uniform probability distribution

d. Hypergeometric probability distribution


Answer: d. Hypergeometric probability distribution

An air traffic controller has noted that it clears an average of 7 planes per hour for landing. What is the probability that during the next two hours exactly 15 planes will be cleared for landing?

An air traffic controller has noted that it clears an average of 7 planes per hour for landing. What is the probability that during the next two hours exactly 15 planes will be cleared for landing?


a. .0651

b. .0033

c. .0989

d. Not enough information is given to answer the problem.


Answer: c. .0989

A manufacturer is interested in the number of flaws occurring in each 30 yards of material. The random variable representing the number of major flaws satisfies which of the following probability distributions?

A manufacturer is interested in the number of flaws occurring in each 30 yards of material. The random variable representing the number of major flaws satisfies which of the following probability distributions?


a. Binomial

b. Not enough information is given to answer this question.

c. Normal

d. Poisson


Answer: d. Poisson

The random variable x is the number of vehicles that pass through an intersection in a 30 minute interval. It can be assumed that the probability of an occurrence is the same in any two time periods of an equal length. It is known that the mean number of occurrences in 30 minutes is 9. What is the expected value of the random variable x?

The random variable x is the number of vehicles that pass through an intersection in a 30 minute interval. It can be assumed that the probability of an occurrence is the same in any two time periods of an equal length. It is known that the mean number of occurrences in 30 minutes is 9. What is the expected value of the random variable x?


a. 3

b. 2.7

c. 9

d. 30


Answer: c. 9

A binomial experiment is conducted in which 30 dishwashers are randomly selected from a production plant and tested to determine whether or not they function properly. Any specific dishwasher will work properly with a probability of p =.98. What is the random variable in this experiment?

A binomial experiment is conducted in which 30 dishwashers are randomly selected from a production plant and tested to determine whether or not they function properly. Any specific dishwasher will work properly with a probability of p =.98. What is the random variable in this experiment?


a. The number of dishwashers that work properly from the 30 selected

b. One dishwasher and whether it works properly

c. The 30 dishwashers

d. The probability that the dishwasher works properly


Answer: a. The number of dishwashers that work properly from the 30 selected

Twelve percent of the customers of a bank overdraw their accounts at least once a month. A sample of eight customers is selected. What is the probability that exactly two customers in the sample will overdraw their account this month?

Twelve percent of the customers of a bank overdraw their accounts at least once a month. A sample of eight customers is selected. What is the probability that exactly two customers in the sample will overdraw their account this month?


a. .939

b. .187

c. .28

d. 0


Answer: b. .187

Suppose a binomial random variable consists of 9 trials with a success of probability of .4. What are the mean and standard deviation for this binomial random variable?

Suppose a binomial random variable consists of 9 trials with a success of probability of .4. What are the mean and standard deviation for this binomial random variable?


a. The mean is 2 and the standard deviation is 2.16.

b. The mean is 3.6 and the standard deviation is 1.47.

c. The mean and standard deviation cannot be calculated from the information given.

d. The mean is .4 and the standard deviation is 1.


Answer: b. The mean is 3.6 and the standard deviation is 1.47.

The variance is a weighted average of the:

The variance is a weighted average of the:


a. squared deviations from the median

b. square root of the deviations from the mean

c. squared deviations from the mean

d. square root of the deviations from the median


Answer: c. squared deviations from the mean

The number of vehicle thefts in the parking lot of a shopping mall varies from month to month. Assume that the number of thefts(x) at the shopping mall has the following probability distribution.

The number of vehicle thefts in the parking lot of a shopping mall varies from month to month. Assume that the number of thefts(x) at the shopping mall has the following probability distribution.

x | f(x)

0 .60

1 .25

2 .15

3 .05


The mean number of thefts per month is:


a. 6

b. .175

c. 1.5

d. .70


Answer: d. .70

A production manager has provided the following information about the probabilities of the number of faulty products produced per week.

A production manager has provided the following information about the probabilities of the number of faulty products produced per week.



X | F(x)

0 .16

1 .35

2 .42

3 .09

4 .01


Is this a valid probability distribution? If not, why?

Is this a valid probability distribution? If not, why?


a. It is not a valid probability distribution because ∑f(x) > 1.

b. It is not a valid probability distribution because ∑f(x) < 1.

c. It is not a valid probability distribution because f(O) ≠ 0.

d. Yes, it is a valid probability distribution.



Answer: a. It is not a valid probability distribution because ∑f(x) > 1.

The probability function for the number of people in a randomly selected vehicle is given below. What is the probability that there are less than three people in a randomly selected vehicle?

The probability function for the number of people in a randomly selected vehicle is given below. What is the probability that there are less than three people in a randomly selected vehicle?


x |1 | 2 | 3 | 4

f(x)|.4|.35|.15|.1


a. .25

b. .90

c. .75

d. 1


Answer: c. .75

A pediatrician records the heights and ages of her patients over a one month period. The average height is recorded for each age and is an example of a:

A pediatrician records the heights and ages of her patients over a one month period. The average height is recorded for each age and is an example of a:

a. continuous random variable.

b. discrete random variable.

c. None of these choices are correct.

d. complex random variable.


Answer: a. continuous random variable.

The amount of time a patient must wait to be seen at a doctor's office is an example of:

The amount of time a patient must wait to be seen at a doctor's office is an example of:


a. either a continuous or a discrete random variable, depending on the gender of the individual.

b. a continuous random variable.

c. a discrete random variable.

d. either a continuous or a discrete random variable, depending on the type of doctor's office.


Answer: b. a continuous random variable.


A continuous random variable may assume:

A continuous random variable may assume:


a. only the positive integer values in an interval.

b. only fractional values in an interval or collection of intervals.

c. only integer values in an interval or collection of intervals.

d. any value in an interval or collection of intervals.


Answer: d. any value in an interval or collection of intervals.

Which of the following is a continuous random variable?

Which of the following is a continuous random variable?


a. The number of goals scored in a hockey game

b. The number of correct answers on a multiple choice test

c. The heights of children in a preschool

d. The number of houses for sale in a city


Answer: c. The heights of children in a preschool