Which of the following is not a characteristic of the completely randomized design?
Answer: Populations have equal mea...
Which of the following is not a characteristic of Anova?
Which of the following is not a characteristic of Anova?
Answer: Populations have equal means...
ANOVA is a statistical method for verifying the equality between
ANOVA is a statistical method for verifying the equality between
Answer: some population mean...
A random variable having an F distribution may assume
A random variable having an F distribution may assume
Answer: any non-negative valu...
XYZ Company claims to develop an additive which significantly improves gas mileage. Thirty participants were asked to drive first using a standard gasoline, and then drive using this gasoline with the additive. Data was collected for each participant's gas mileages. Which of the following Excel tests is appropriate to test the effectiveness of the additive?
XYZ Company claims to develop an additive which significantly improves gas mileage. Thirty participants were asked to drive first using a standard gasoline,...
When each data value in one sample is matched with a corresponding data value in another sample, the samples are known as
When each data value in one sample is matched with a corresponding data value in another sample, the samples are known as
Answer: matched sa...
The standard error of x ̅_1-x ̅_2 is
The standard error of x ̅_1-x ̅_2 is
Answer: the estimated standard deviation of x ̅_1-x ̅_...
If two independent sufficiently large samples are taken from two populations with known population standard deviations, the sampling distribution of the difference, x ̅_1-x ̅_2, between the two sample means x ̅_1 and x ̅_2
If two independent sufficiently large samples are taken from two populations with known population standard deviations, the sampling distribution of...
The lift ratio of an association rule with a confidence value of 0.88 and in which the consequent occurs in 60 out of 100 cases is:
The lift ratio of an association rule with a confidence value of 0.88 and in which the consequent occurs in 60 out of 100 cases is:
Answer: ...
In the theory of association rules in data mining, by confidence we mean an estimated probability that
In the theory of association rules in data mining, by confidence we mean an estimated probability that
Answer: the consequent occurs given that...
A _____ refers to the number of times that a collection of items occur together in a transaction data set.
A _____ refers to the number of times that a collection of items occur together in a transaction data set.
Answer: support coun...
An analysis of items frequently co-occurring in transactions (such as purchases) is known as _____.
An analysis of items frequently co-occurring in transactions (such as purchases) is known as _____.
Answer: market basket analysi...
The endpoint of a k-means clustering algorithm occurs when:
The endpoint of a k-means clustering algorithm occurs when:
Answer: no further changes are observed in cluster structure and number...
If the Euclidean distance were to be represented in a right triangle, which of the following would be considered the distance between two observations?
If the Euclidean distance were to be represented in a right triangle, which of the following would be considered the distance between two observations?
Answer: the...
A tree diagram used to illustrate the sequence of nested clusters produced by hierarchical clustering is known as a _____.
A tree diagram used to illustrate the sequence of nested clusters produced by hierarchical clustering is known as a _____.
Answer: dendrogra...
_____ is the vector of the averages computed for each variable across all cluster observations.
_____ is the vector of the averages computed for each variable across all cluster observations.
Answer: Centroi...
_____ measures dissimilarity between two clusters by using the distance between the two cluster centroids.
_____ measures dissimilarity between two clusters by using the distance between the two cluster centroids.
Answer: Centroid linkag...
Average group linkage measures dissimilarity between two clusters by considering:
Average group linkage measures dissimilarity between two clusters by considering:
Answer: the average distance over all pairs of observations...
_ measures dissimilarity between two clusters by considering only the two most distant observations in these clusters.
_ measures dissimilarity between two clusters by considering only the two most distant observations in these clusters.
Answer: Complete link...
Single linkage measures dissimilarity between two clusters by considering:
Single linkage measures dissimilarity between two clusters by considering:
Answer: only the two closest observations in these clusters...
Jaccard's coefficient is different from the matching coefficient in that the former:
Jaccard's coefficient is different from the matching coefficient in that the former:
Answer: does not count matching zero entries while the latter...
The simplest measure of similarity between observations consisting solely of categorical variables is given by _____.
The simplest measure of similarity between observations consisting solely of categorical variables is given by _____.
Answer: matching coeff...
The k-means clustering is the process of
The k-means clustering is the process of
Answer: organizing observations into one of k groups based on a measure of similarity...
Which of the following is true of bottom-up hierarchical clustering?
Which of the following is true of bottom-up hierarchical clustering?
Answer: It starts with each observation in its own cluster and then iteratively...
The data-mining method that can be used in market segmentation to divide consumers into different homogeneous groups is _____.
The data-mining method that can be used in market segmentation to divide consumers into different homogeneous groups is _____.
Answer: cluster...
_____ is a category of data-mining techniques that detect patterns and relationships in the data.
_____ is a category of data-mining techniques that detect patterns and relationships in the data.
Answer: Descriptive data-minin...
Observation refers to the:
Observation refers to the:
Answer: set of recorded values of variables associated with a single entity...
Which of the following reasons is responsible for the increase in the use of data-mining tech-niques in business?
Which of the following reasons is responsible for the increase in the use of data-mining tech-niques in business?
Answer: The ability to electronically...
A monthly time series has a seasonal pattern. If a linear regression model is used, how many dummy variables must be used to represent this seasonality?
A monthly time series has a seasonal pattern. If a linear regression model is used, how many dummy variables must be used to represent this seasona...
Which of the following statements is the objective of the moving averages and exponential smoothing methods?
Which of the following statements is the objective of the moving averages and exponential smoothing methods?
Answer: To smooth out random fluctuations...
For a quarterly time series over the last 4 years, the following linear trend expression was estimated:
For a quarterly time series over the last 4 years, the following linear trend expression was estimated:
y ̂_t = 120 + 2t. The forecast for the second...
For a time series with 17 time periods, the following linear trend expression was estimated:
For a time series with 17 time periods, the following linear trend expression was estimated:
Answer:
y ̂_t = 129.2 + 3.8t. The forecast for time...
One measure of the accuracy of a forecasting model is
One measure of the accuracy of a forecasting model is
Answer: the mean square erro...
Which of the following data patterns best describes the scenario shown in the below plot?
Which of the following data patterns best describes the scenario shown in the below plot?
Answer: Time series with a horizontal patter...
Which of the following data patterns best describes the scenario shown in the given quarterly time series plot?
Which of the following data patterns best describes the scenario shown in the given quarterly time series plot?
Answer: Seasonal patter...
A method that uses a weighted average of all past values is known as
A method that uses a weighted average of all past values is known as
Answer: an exponential smoothin...
If data for a time series analysis is collected on an annual basis only, which pattern may be ignored?
If data for a time series analysis is collected on an annual basis only, which pattern may be ignored?
Answer: seasona...
The pattern of a time series in business forecasting that is most difficult to predict is
The pattern of a time series in business forecasting that is most difficult to predict is
Answer: cyclical patter...
The time series pattern that reflects gradual increase or decrease in values over a long time period is called
The time series pattern that reflects gradual increase or decrease in values over a long time period is called
Answer: a tren...
The time series pattern that reflects variability during a single year is called
The time series pattern that reflects variability during a single year is called
Answer: seasona...
The time series pattern which reflects a multi-year pattern of being above and below the trend line is
The time series pattern which reflects a multi-year pattern of being above and below the trend line is
Answer: cyclica...
A group of observations measured at successive time intervals is known as
A group of observations measured at successive time intervals is known as
Answer: a time serie...
_____ is a generalization of linear regression for predicting an outcome of a binary variable.
_____ is a generalization of linear regression for predicting an outcome of a binary variable.
Answer: Logistic regressio...
In the k-nearest neighbors method, when the value of k is set to 1,
In the k-nearest neighbors method, when the value of k is set to 1,
Answer: the classification or prediction of a new observation is based solely...
An observation is classified as Class 1 if
An observation is classified as Class 1 if
Answer: the predicted probability of this observation to be in Class 1 is greater than or equal to...
Test set is the data set used to:
Test set is the data set used to:
Answer: estimate accuracy of final model on unseen data...
The effectiveness of a classification method can be judged by computing the misclassification errors and summarizing them in a
The effectiveness of a classification method can be judged by computing the misclassification errors and summarizing them in a
Answer: confusion...
In classification, which of the following would be considered as a categorical variable for a credit approval decision for a requester?
In classification, which of the following would be considered as a categorical variable for a credit approval decision for a requester?
Answer: reject...
_____ is the process of estimating the value of a categorical outcome variable.
_____ is the process of estimating the value of a categorical outcome variable.
Answer: Classificatio...
Within a given range of cells, the number of times a particular condition is satisfied is computed by using the _____ function.
Within a given range of cells, the number of times a particular condition is satisfied is computed by using the _____ function.
Answer: COUN...
The arguments supplied to the IF function are:
The arguments supplied to the IF function are:
Answer: the condition for execution, the result if condition is true, and the result if condition...
The _____ function pairs each element of the first array with its counterpart in the second array, multiplies the elements of the pairs together, and adds the results.
The _____ function pairs each element of the first array with its counterpart in the second array, multiplies the elements of the pairs together, and...
The impact of two inputs on the output of interest can be examined by a _____.
The impact of two inputs on the output of interest can be examined by a _____.
Answer: two-way data tabl...
A one-way data table summarizes:
A one-way data table summarizes:
Answer: a single input's impact on the output of interest...
A(n) _____ refers to a model input that the decision maker can control in a what-if model.
A(n) _____ refers to a model input that the decision maker can control in a what-if model.
Answer: decision variabl...
With reference to a what-if model, an uncontrollable model input is known as a(n) _____.
With reference to a what-if model, an uncontrollable model input is known as a(n) _____.
Answer: paramete...
Which of the following approaches is a good way to proceed with the influence diagram building for a problem?
Which of the following approaches is a good way to proceed with the influence diagram building for a problem?
Answer: The influence diagram for...
A(n) _____ is a visual representation that shows which entities influence others in a model.
A(n) _____ is a visual representation that shows which entities influence others in a model.
Answer: influence diagra...
The modeling process begins with the framing of the _____ that shows the relationships between the various parts of the problem being modeled.
The modeling process begins with the framing of the _____ that shows the relationships between the various parts of the problem being modeled.
Answer: conceptual...
In _____ decision making companies have to decide whether they should manufacture a product or outsource its production to another firm.
In _____ decision making companies have to decide whether they should manufacture a product or outsource its production to another firm.
Answer:&...
Spreadsheet models are referred to as what-if models because they
Spreadsheet models are referred to as what-if models because they
Answer: allow easy instantaneous recalculation for a change in model input...
The probabilities of states of nature after revising the prior probabilities based on given sample information are called
The probabilities of states of nature after revising the prior probabilities based on given sample information are called
Answer: the posterior...
Prior probabilities are the probabilities of the states of nature that are estimated
Prior probabilities are the probabilities of the states of nature that are estimated
Answer: before obtaining sample informatio...
Nodes of a decision tree indicating points where the outcomes do not depend on a decision maker are known as
Nodes of a decision tree indicating points where the outcomes do not depend on a decision maker are known as
Answer: chance node...
Nodes of a decision tree indicating points where a decision maker chooses a decision alternative are known as
Nodes of a decision tree indicating points where a decision maker chooses a decision alternative are known as
Answer: decision node...
A graphic presentation of the expected gain from the various options open to the decision maker is called
A graphic presentation of the expected gain from the various options open to the decision maker is called
Answer: a decision tre...
A tabular representation of gains or losses for a decision problem is called a
A tabular representation of gains or losses for a decision problem is called a
Answer: payoff tabl...
The uncontrollable future events that affect the outcome of a decision are known as
The uncontrollable future events that affect the outcome of a decision are known as
Answer: states of natur...
Studies have suggested that compounds in broccoli might combat the effects of overexposure to ultraviolet radiation. We conduct an experiment to determine whether a cream consisting of a broccoli extract reduces sunburn pain. Sixty patients suffering from pain from severe sunburn are available. What is a good way to conduct the experiment?
Studies have suggested that compounds in broccoli might combat the effects of overexposure to ultraviolet radiation. We conduct an experiment to determine...
The National Institutes of Health is at last sponsoring proper clinical trials of some natural remedies. In one study at Duke University, 330 patients with mild depression are enrolled in a trial to compare Saint-John's-wort with a placebo and with Zoloft, a common prescription drug for depression. The Beck Depression Inventory is a common instrument that rates the severity of depression on a 0 to 3 scale. Identify the completely randomized clinical trial for this study.
The National Institutes of Health is at last sponsoring proper clinical trials of some natural remedies. In one study at Duke University, 330 patients...
Identify the randomization for a matched pairs design to compare the strength of the right and left hands, using 10 right-handed people as subjects.
An experiment was conducted to determine if the right hand is generally stronger than the left in right-handed people. Hand strength can be crudely measured...
What cautions do you draw from the US example, which also apply to an experiment on the effects of running lights in Canada?
Cars sold in the United States since 1986 have been required to have a high center brake light in addition to the usual two brake lights at the rear...
How many batches of peanut brittle are needed for the experiment?
A food scientist wants to study the effect of the type of pan and the amount of sodium bicarbonate used in preparing peanut brittle on the flavor of...
The progress of a type of cancer differs in women and men. A clinical experiment to compare four therapies for this cancer therefore treats sex as a blocking variable. 500 male and 300 female patients have agreed to act as subjects. Which of the following approaches will you use to create a block design for the experiment?
The progress of a type of cancer differs in women and men. A clinical experiment to compare four therapies for this cancer therefore treats sex as a...
Researchers conducted an experiment to compare the effects of a carbohydrate-restricted diet (low-carb diet) and a calorie- and fat-restricted diet (low-fat diet) on weight loss. The researchers are concerned that the effect of diet may depend on gender, so sex is treated as a blocking variable. There are 122 severely obese individuals available for the study, 52 of whom are men and 70 of whom are women. Identify the most appropriate experiment design for the experiment.
Researchers conducted an experiment to compare the effects of a carbohydrate-restricted diet (low-carb diet) and a calorie- and fat-restricted diet...
Identify a lurking variable that may be confounded with the choice of anesthetic in surgery and that could explain the different death rates.
The death rates of surgical patients differ for operations in which different anesthetics are used. An observational study found these death rates for...
Which of the following statements correctly describes the meaning of "no statistically significant differences"?
A study, mandated by Congress when it passed No Child Left Behind in 2002, evaluated 15 reading and math software products used by 9424 students in 132...
A manufacturer of chisels is interested in determining how the angle at which the cutting edge is sharpened affects tool abrasion. To answer this question, engineers obtain 20 similar chisels. They sharpen five chisels at each of 22.5, 25, 27.5, and 30 degrees. Then, they measure the amount of abrasion (rated on a scale of 1 to 10, with 10 being the worst) after cutting several mortises (square holes) in 3/4-inch hard maple boards.
A manufacturer of chisels is interested in determining how the angle at which the cutting edge is sharpened affects tool abrasion. To answer this question,...
What is the meaning of the term "significantly" in "significantly fewer heart attacks"?
Can aspirin help prevent heart attacks? The Physicians' Health Study, a large medical experiment involving 22,000 male physicians, attempted to answer...
Further study of the data showed that this conclusion was wrong. The extra deaths among patients treated with the new method could be explained by lurking variables. Identify a lurking variable that might be confounded with a doctor's choice of surgical or nonsurgical treatment.
A large study used records from Canada's national health care system to compare the effectiveness of two ways to treat prostate disease. The two treatments...
Which of the following statements is correct with reference to the two studies?
Does regular exercise reduce bone loss in postmenopausal women? Here are two ways to study this question.
• A researcher finds 1000 postmenopausal women...
Which of the following statements describes an appropriate design for this randomized comparative experiment?
A large study used records from Canada's national health care system to compare the effectiveness of two ways to treat prostate disease. The two treatments...
Which of the following is the explanatory variable in the given study?
A manufacturer of chisels is interested in determining how the angle at which the cutting edge is sharpened affects tool abrasion. To answer this question,...
The study is not an experiment because no treatment is actively imposed, and the patients or their doctors selected the treatment to be used.
What is the preferred treatment for breast cancer that is detected in its early stages? The most common treatment was once removal of the breast. It...
What is the preferred treatment for breast cancer that is detected in its early stages? The most common treatment was once removal of the breast. It is now usual to remove only the tumor and nearby lymph nodes, followed by radiation. To study whether these treatments differ in their effectiveness, a medical team examines the records of 25 large hospitals and compares the survival times after surgery of all women who have had either treatment.
What is the preferred treatment for breast cancer that is detected in its early stages? The most common treatment was once removal of the breast. It...
Like an Simple Random Sample (SRS), a systematic sample gives all individuals the same chance to be chosen.
The following example illustrates the idea of a systematic sample. Suppose that we must choose 4 rooms out of the 100 rooms in a dormitory. Because 100/4...
Which of the following sources of error do you think has been included in this reported margin of error?
According to a March 2007 USA Today/Gallup Poll, 43% of Americans identify themselves as baseball fans. That is low by recent standards, as an average...
When the Current Population Survey asked the adults in its sample of 50,000 households if they voted in the 2000 presidential election, 55% said they had. The margin of error was less than 1%. But, as a matter of fact, only 51% of the adult population voted in that election. Why do you think the CPS result missed by much more than the margin of error?
When the Current Population Survey asked the adults in its sample of 50,000 households if they voted in the 2000 presidential election, 55% said they...
In a sample survey, the following question was asked: "Which of the following best represents your opinion on gun control? 1. The government should take away our guns. 2. We have the right to keep and bear arms. Identify the correct statement with reference to the survey question asked:
In a sample survey, the following question was asked: "Which of the following best represents your opinion on gun control?1. The government should take...
You want to investigate the attitudes of students at your school toward the school's policy on extra fees for lab courses. You have a grant that will pay the costs of contacting about 500 students. Assuming that budget is not a constraint, which of the following would be the most appropriate method of contacting the students?
You want to investigate the attitudes of students at your school toward the school's policy on extra fees for lab courses. You have a grant that will...
The following question was asked in a sample survey: "In light of skyrocketing gasoline prices, we should consider opening up a very small amount of Alaskan wilderness for oil exploration as a way of reducing our dependence on foreign oil. Do you agree or disagree?
The following question was asked in a sample survey: "In light of skyrocketing gasoline prices, we should consider opening up a very small amount of...
You want to investigate the attitudes of students at your school toward the school's policy on extra fees for lab courses. You have a grant that will pay the costs of contacting about 500 students. Which statement is true?
You want to investigate the attitudes of students at your school toward the school's policy on extra fees for lab courses. You have a grant that will...
Which of the following do you think is the source of error that has been disregarded?
A survey of users of the Internet in 1995, when Internet use was much less common than now, found that males outnumbered females by nearly 2 to 1. This...
Which of the following statements correctly explains why we can't just say that 47% of all adult women do not get enough time for themselves?
A New York Times Poll on women's issues interviewed 1025 women randomly selected from the United States, excluding Alaska and Hawaii. The poll found...
Which of the following statements is correct about the relation of margin of error for women and margin for error for men?
A New York Times Poll on women's issues interviewed 1025 women randomly selected from the United States, excluding Alaska and Hawaii. The poll also interviewed...
Which of the following statements correctly explains the result of the poll?
In February 2004, USA Today conducted an online poll. Visitors to their Web site were asked the following question: "Should the U.S. pass a constitutional...
Which of the following statements correctly explains the phrase "margin of error plus or minus 3 percentage points?
In October 2007, the Gallup Poll asked a sample of 1010 adults, "Are you in favor of the death penalty for a person convicted of murder?" The proportion...
Which of the following statements correctly explains the meaning of the term '95% confidence', in the confidence statement?
A New York Times Poll on women's issues interviewed 1025 women randomly selected from the United States, excluding Alaska and Hawaii. The poll found...
In October 2007, the Gallup Poll asked a sample of 1010 adults, "Are you in favor of the death penalty for a person convicted of murder?" The proportion who said they were in favor was 69%. Gallup says that the margin of error for this poll is ±3 percentage points. Suppose you want a margin of error half as large as estimated by Gallup. How many people must you plan to interview?
In October 2007, the Gallup Poll asked a sample of 1010 adults, "Are you in favor of the death penalty for a person convicted of murder?" The proportion...
A management student is planning a project on student attitudes toward part-time work while attending college. She develops a questionnaire and plans to ask 25 randomly selected students to fill it out. Her faculty adviser approves the questionnaire but suggests that the sample size should be increased to at least 100 students. Which of the following statements correctly identifies the relation between the margin of error for sample sizes of 100 and 25?
A management student is planning a project on student attitudes toward part-time work while attending college. She develops a questionnaire and plans...
A New York Times Poll on women's issues interviewed 1025 women randomly selected from the United States, excluding Alaska and Hawaii. The poll found that 47% of the women said they do not get enough time for themselves. The poll announced a margin of error of ±3 percentage points for 95% confidence in its conclusions. Which of the following statements is the correct confidence statement, in relation to the scenario?
A New York Times Poll on women's issues interviewed 1025 women randomly selected from the United States, excluding Alaska and Hawaii. The poll found...
A November 2007 Gallup Poll of 1004 adults found that 572 are satisfied with the total cost they pay for their health care. The announced margin of error is ±3 percentage points. The announced confidence level is 95%. Which statement is true?
A November 2007 Gallup Poll of 1004 adults found that 572 are satisfied with the total cost they pay for their health care. The announced margin of...
A management student is planning a project on student attitudes toward part-time work while attending college. She develops a questionnaire and plans to ask 25 randomly selected students to fill it out. Her faculty adviser approves the questionnaire but suggests that the sample size should be increased to at least 100 students. Which of the following statements correctly explains the advantage of the larger sample?
A management student is planning a project on student attitudes toward part-time work while attending college. She develops a questionnaire and plans...
A November 2007 Gallup Poll of 1004 adults found that 572 are satisfied with the total cost they pay for their health care. The announced margin of error is ±3 percentage points. The announced confidence level is 95%. Which of the statements is a correct and complete confidence statement in this scenario?
A November 2007 Gallup Poll of 1004 adults found that 572 are satisfied with the total cost they pay for their health care. The announced margin of...
The BusinessWeek online poll is available at the BusinessWeek website. Visitors can simply click appropriate buttons to vote. In response to the question "Do you think Google is too powerful?" (March 27, 2007), 1336 said "Yes," 2051 said "No", and 335 said that they were not sure. What was the sample size for this poll?
The BusinessWeek online poll is available at the BusinessWeek website. Visitors can simply click appropriate buttons to vote. In response to the question...
Which of the following statements is appropriate about the proportion of the population who favor one-way streets?
Highway planners decided to make a main street in West Lafayette, Indiana, a one-way street. The Lafayette Journal and Courier took a one-day poll by...
Choosing at random is a "fair" way to decide who gets some scarce good, in the sense that everyone has the same chance to win. However, random choice isn't always a good idea. At times we don't want to treat everyone at the same because some people have a better claim. In which of the following situations, would you not prefer to choose at random?
Choosing at random is a "fair" way to decide who gets some scarce good, in the sense that everyone has the same chance to win. However, random choice...
To assess how its teaching assistants are performing, the statistics department at a large university randomly selects three of its teaching assistants each week and sends a faculty member to visit their classes. The current list of 20 teaching assistants is given below.
To assess how its teaching assistants are performing, the statistics department at a large university randomly selects three of its teaching assistants...
In 2005 the San Francisco Bay Times reported on a poll in New Zealand that found that New Zealanders opposed the nation's new gay-inclusive civil-unions law by a 3-1 ratio. This poll was a call-in poll that cost $1 to participate in. The San Francisco Bay Times article also reported that a scientific polling organization found that New Zealanders favor the law by a margin of 56.4% to 39.3%. Which of the following statements is correct about the reliability of the polls?
In 2005 the San Francisco Bay Times reported on a poll in New Zealand that found that New Zealanders opposed the nation's new gay-inclusive civil-unions...
A college wants to gather student opinion about parking for students on campus. It isn't practical to contact all students. Which of the following is an example of a good way to choose a sample?
A college wants to gather student opinion about parking for students on campus. It isn't practical to contact all students.Which of the following is...
The BusinessWeek online poll is available at the BusinessWeek website. Visitors can simply click appropriate buttons to vote. In response to the question "Do you think Google is too powerful?" (March 27, 2007), 1336 said "Yes," 2051 said "No", and 335 said that they were not sure. Above the poll question, the following statement was mentioned: "Google's accelerating lead in search and its moves into software and traditional advertising are sparking a backlash among rivals." How might this statement affect the polls?
The BusinessWeek online poll is available at the BusinessWeek website. Visitors can simply click appropriate buttons to vote. In response to the question...
A university has 30,000 undergraduate and 10,000 graduate students. A survey of student opinion concerning health care benefits for domestic partners of students selects 300 of the 30,000 undergraduate students at random and then separately selects 100 of the 10,000 graduate students at random. The 400 students chosen make up the sample. Which of the following statements correctly explains why this sampling method gives each student an equal chance to be chosen?
A university has 30,000 undergraduate and 10,000 graduate students. A survey of student opinion concerning health care benefits for domestic partners...
A national survey of TV network news viewers found that 48% said they would believe a phone-in poll of 300,000 persons rather than a random sample of 1000 persons. Of the viewers, 42% said they would believe the random sample poll. Which of the following statements correctly explains why the opinions of only 1000 randomly chosen respondents are a better guide to what all people think than the opinions of 300,000 callers?
A national survey of TV network news viewers found that 48% said they would believe a phone-in poll of 300,000 persons rather than a random sample of...
Highway planners decided to make a main street in West Lafayette, Indiana, a one-way street. The Lafayette Journal and Courier took a one-day poll by inviting readers to call a telephone number to record their comments. The next day, the paper reported: "Journal and Courier readers overwhelmingly prefer two-way traffic flow in West Lafayette's Village area to one-way streets. By nearly a 7-1 margin, callers to the newspaper's Express Yourself opinion line on Wednesday complained about the one-way streets that have been in place since May. Of the 98 comments received, all but 14 said no to one-way." What population do you think the newspaper wants information about?
Highway planners decided to make a main street in West Lafayette, Indiana, a one-way street. The Lafayette Journal and Courier took a one-day poll by...
As part of a project for a political science class, a student decided to conduct an online poll. The student asked the following question: "Do you think that illegal immigrants should be allowed to pay instate tuition, even though they are not legal citizens of that state?" Possible responses were Yes, No, and Unsure. Of those who responded, 81% said No, 19% said Yes, and 0% said Unsure. Which of the following statements correctly explains the result of the poll with respect to reliability and bias?
As part of a project for a political science class, a student decided to conduct an online poll. The student asked the following question: "Do you think...
The BusinessWeek online poll is available at the BusinessWeek website. Visitors can simply click appropriate buttons to vote. In response to the question "Do you think Google is too powerful?" (March 27, 2007), 1336 said "Yes," 2051 said "No", and 335 said that they were not sure. Why do you think the poll may give unreliable information?
The BusinessWeek online poll is available at the BusinessWeek website. Visitors can simply click appropriate buttons to vote. In response to the question...
The Gallup Poll is an example of a:
The Gallup Poll is an example of a:
A.
Population
B.
Census
C.
Experiment
D.
Sample Survey
Answer: D. Sample Surve...
A local newspaper in the State of Connecticut conducts a poll on whether the people of the state believe the "No Child Left Behind" law is effective. The newspaper contacts 1000 subscribers. The population of this poll is:
A local newspaper in the State of Connecticut conducts a poll on whether the people of the state believe the "No Child Left Behind" law is effective....
Brian gathers data from his classmates about the computers they own: What are the individuals in this data set?
Brian gathers data from his classmates about the computers they own:What are the individuals in this data set?
A.
The year purchased
B.
Brian's classmates
C.
The...
The difference between an experiment and an observational study is:
The difference between an experiment and an observational study is:
A.
An observational study tries to gather information without interfering; an...
The Nielsen television ratings is an example of a:
The Nielsen television ratings is an example of a:
A.
Experiment
B.
Population
C.
Census
D.
Sample Survey
Answer: D. Sample Surve...
Which of the following situations is an example of an experiment?
Consider the three situations:
I. You ask a sample of doctors about the health risks involved with going out in the cold without a jacket.
II. On cold...
Which of the following situations is an example of an observational study?
Consider the three situations:
I. You ask a sample of doctors about the health risks involved with going out in the cold without a jacket.
II. On cold...
What is the difference between a census and a sample survey?
What is the difference between a census and a sample survey?
A.
A census attempts to include the entire population in the survey whereas a sample survey...
Which of the variables is not considered to be numerical?
Which of the variables is not considered to be numerical?
A.
The type of operating system
B.
The year purchased
C.
the number of Brian's classmates
D.
The...
The presidential election campaign is in full swing, and the candidates have hired polling organizations to take regular polls to find out what the voters think about the issues. What does the standard of informed consent require the polling organizations to tell potential respondents?
The presidential election campaign is in full swing, and the candidates have hired polling organizations to take regular polls to find out what the...
A local newspaper in the State of Connecticut conducts a poll on whether the people of the state believe the "No Child Left Behind" law is effective. The newspaper contacts 1000 subscribers. The population of this poll is:
A local newspaper in the State of Connecticut conducts a poll on whether the people of the state believe the "No Child Left Behind" law is effective....
The sampling variability of a statistic reflects
The sampling variability of a statistic reflects
(A) the difference in the value of a statistic across repeated samples
(B) the error due to a voluntary...
A manufacturer of chisels is interested in determining how the angle at which the cutting edge is sharpened affects tool abrasion. To answer this question, engineers obtain 20 similar chisels. They sharpen five chisels at each of 22.5, 25, 27.5, and 30 degrees. Then, they measure the amount of abrasion (rated on a scale of 1 to 10, with 10 being the worst) after cutting several mortises (square holes) in 3/4-inch hard maple boards. Which of the following is the explanatory variable in the given study?
A manufacturer of chisels is interested in determining how the angle at which the cutting edge is sharpened affects tool abrasion. To answer this question,...
In a sample survey, the following question was asked: "Which of the following best represents your opinion on gun control?
In a sample survey, the following question was asked: "Which of the following best represents your opinion on gun control?
1. The government...
A New York Times Poll on women's issues interviewed 1025 women randomly selected from the United States, excluding Alaska and Hawaii. The poll found that 47% of the women said they do not get enough time for themselves. The poll announced a margin of error of ±3 percentage points for 95% confidence in its conclusions. The confidence statement, in relation to the given scenario, is: "We are 95% confident that between 44% and 50% of all women would say that they do not get enough time for themselves." Which of the following statements correctly explains the meaning of the term '95% confidence', in the confidence statement?
A New York Times Poll on women's issues interviewed 1025 women randomly selected from the United States, excluding Alaska and Hawaii. The poll found...
A national survey of TV network news viewers found that 48% said they would believe a phone-in poll of 300,000 persons rather than a random sample of 1000 persons. Of the viewers, 42% said they would believe the random sample poll. Which of the following statements correctly explains why the opinions of only 1000 randomly chosen respondents are a better guide to what all people think than the opinions of 300,000 callers?
A national survey of TV network news viewers found that 48% said they would believe a phone-in poll of 300,000 persons rather than a random sample of...
Studies have suggested that compounds in broccoli might combat the effects of overexposure to ultraviolet radiation. We conduct an experiment to determine whether a cream consisting of a broccoli extract reduces sunburn pain. Sixty patients suffering from pain from severe sunburn are available. What is a good way to conduct the experiment?
Studies have suggested that compounds in broccoli might combat the effects of overexposure to ultraviolet radiation. We conduct an experiment to determine...
Informed consent can be tricky to obtain when the subjects are
Informed consent can be tricky to obtain when the subjects are
(A) agricultural plots
(B) industrial parts
(C) volunteers
(D) children
Answer: (D)...
Taking a larger sample size will reduce what about a resulting statistic?
Taking a larger sample size will reduce what about a resulting statistic?
(A) bias
(B) sampling variability
(C) accuracy
(D) computational difficulty
Answer: (B)...
For which type of sample can a reliable margin of error be derived?
For which type of sample can a reliable margin of error be derived?
(A) convenience sample
(B) simple random sample
(C) census
(D) voluntary response...
A researcher observes the body-mass index (BMI), the number of school meals eaten, and the sex for a sample of schoolchildren. The goal of the study is to determine the relationship between BMI and number of school meals, and whether this relationship depends on the child's sex. What type of study is this?
A researcher observes the body-mass index (BMI), the number of school meals eaten, and the sex for a sample of schoolchildren. The goal of the study...
A researcher observes the body-mass index (BMI), the number of school meals eaten, and the sex for a sample of schoolchildren. What are the individuals in the data set?
A researcher observes the body-mass index (BMI), the number of school meals eaten, and the sex for a sample of schoolchildren. What are the individuals...
A researcher observes the body-mass index (BMI), the number of school meals eaten, and the sex for a sample of schoolchildren. What are the variables in the data set?
A researcher observes the body-mass index (BMI), the number of school meals eaten, and the sex for a sample of schoolchildren. What are the variables...
If a survey suffers from a high nonresponse rate, what is a possible remedy?
If a survey suffers from a high nonresponse rate, what is a possible remedy?
(A) Using, as our data, the responses that we think nonrespondents...
An example of a response error is a sample survey is when
An example of a response error is a sample survey is when
(A) the respondent's answer is incorrectly recorded by the researcher.
(B) the respondent...
What is an ethical problem with placebo-controlled studies?
What is an ethical problem with placebo-controlled studies?
(A) Patients who could benefit from the experimental treatment may be selected for the...
In the Tuskegee Syphilis Study, the researchers
In the Tuskegee Syphilis Study, the researchers
(A) relied on a sample survey with leading questions.
(B) used a cluster sample.
(C) unethically put...
What is the purpose of an institutional review board?
What is the purpose of an institutional review board?
(A) To review the institutions at which research is conducted.
(B) To pick the principal investigator...
Suppose in a study of federal tax revenues, a sample of citizens' taxable incomes for 2014 is collected. The researchers intend to summarize the data for each state, but keep individuals' data private. This study is
Suppose in a study of federal tax revenues, a sample of citizens' taxable incomes for 2014 is collected. The researchers intend to summarize the data...
Suppose an experiment has two explanatory variables. The first explanatory variable has 2 possible values and the second explanatory variable has 4 possible values. How many treatments are there in the experiment?
Suppose an experiment has two explanatory variables. The first explanatory variable has 2 possible values and the second explanatory variable has 4...
In a weight-loss study, 10% of the subjects getting the experimental drug dropped out before the finish and 58% of the subjects getting the placebo dropped out. It is speculated that subjects in a weight-loss experiment may prematurely drop out when they find themselves not losing weight. This is an example of:
In a weight-loss study, 10% of the subjects getting the experimental drug dropped out before the finish and 58% of the subjects getting the placebo...
Suppose subjects in an experiment are initially separated into age groups. Then, within each age group, subjects are randomly assigned to one of 4 different treatments. This is a:
Suppose subjects in an experiment are initially separated into age groups. Then, within each age group, subjects are randomly assigned to one of 4 different...
Which is NOT one of the three major principles of experimental design?
Which is NOT one of the three major principles of experimental design?
(A) classification
(B) replication
(C) control
(D) randomization
Answer: (A)...
In a sample of professors on a university campus, the researcher randomly selects 5 academic departments, and then interviews each professor in those selected departments. What type of sampling scheme is this?
In a sample of professors on a university campus, the researcher randomly selects 5 academic departments, and then interviews each professor in those...
Stemplots are mostly useful for displaying
Stemplots are mostly useful for displaying
(A) categorical data sets that are relatively small.
(B) numerical data sets that are relatively small.
(C)...
Which variable's distribution would be conveniently represented by a pie chart?
Which variable's distribution would be conveniently represented by a pie chart?
(A) lengths of wild newts
(B) weights of football players
(C)...
If students who attend class regularly tend to have better final grades than students who miss class often, then class attendance, as a measure of student success, has
If students who attend class regularly tend to have better final grades than students who miss class often, then class attendance, as a measure of student...
Suppose that you and your friends emptied your pockets of coins and recorded the year marked on each coin. The distribution is left-skewed. Identify the most obvious reason for a left-skewed distribution.
Suppose that you and your friends emptied your pockets of coins and recorded the year marked on each coin. The distribution is left-skewed. Identify...
Refer to the histogram that shows the salaries of the players of the New York Yankees baseball team as of the opening day of the 2007 season. Identify the shape of the distribution.
Refer to the histogram that shows the salaries of the players of the New York Yankees baseball team as of the opening day of the 2007 season. Identify...
What is the best way for an academic department to measure student dissatisfaction with its course instructors?
What is the best way for an academic department to measure student dissatisfaction with its course instructors?
(A) Number of negative ratings on...
Consider an easy exam in which most of the students get scores between 90 and the maximum score of 100. A few get scores between 80 and 90, and even fewer get scores between 70 and 80, and just a couple get scores below 70. The histogram of scores on this exam would show a distribution that is
Consider an easy exam in which most of the students get scores between 90 and the maximum score of 100. A few get scores between 80 and 90, and even...
A researcher observes the weight, the height, the number of school meals eaten, and the sex for a sample of schoolchildren. Which variables are numerical and which are categorical?
A researcher observes the weight, the height, the number of school meals eaten, and the sex for a sample of schoolchildren. Which variables are numerical...
What is the best approach in data analysis when we initially detect an outlier?
What is the best approach in data analysis when we initially detect an outlier?
(A) Assume the outlying data is due to a recording error.
(B) Do nothing,...
The distribution of a variable tells us
The distribution of a variable tells us
(A) which values the variable takes
(B) how often the variables takes the different values
(C) Both of the...
The following graph appeared in the Lexington (Ky.) Herald-Leader in October 5, 1975. Identify the reason why this graph is an incorrect representation of data.
The following graph appeared in the Lexington (Ky.) Herald-Leader in October 5, 1975. Identify the reason why this graph is an incorrect representation...
Consider the following numerical data set: 23, 31, 34, 37, 39, 42, 45, 45. What is the sample median?
Consider the following numerical data set: 23, 31, 34, 37, 39, 42, 45, 45. What is the sample median?
(A) 37
(B) 38
(C) 39
(D) 45
Answer: (B)...
What can be determined from a frequency histogram but not a relative frequency histogram?
What can be determined from a frequency histogram but not a relative frequency histogram?
(A) The overall sample size
(B) The shape of the distribution
(C)...
Refer to the histogram of the number of minority students, black, Hispanic, Native American, who earned doctorate degrees in engineering from 152 universities during 2000 to 2002. The classes for the histogram are 1-5, 6-10, and so on. Even without the actual data, you can use the position of the values of the five-number summary and the histogram to give the five-number summary approximately. About how many minority engineering PhD's must a university graduate to be in the top quarter?
Refer to the histogram of the number of minority students, black, Hispanic, Native American, who earned doctorate degrees in engineering from 152 universities...
Consumers are turning to trucks, SUVs, and minivans in place of passenger cars. The following is the data on sales of new cars and trucks in the United States (The definition of "truck" includes SUVs and minivans). Two line graphs are plotted on the same axes to compare the change in car and truck sales over time. Car sales are shown with the solid line graph and truck sales are shown with the dashed line graph. Which of the following statements correctly describes the trend displayed by the graph?
Consumers are turning to trucks, SUVs, and minivans in place of passenger cars. The following is the data on sales of new cars and trucks in the United...
Which is the most valid measurement of maximum running speed for an athlete?
Which is the most valid measurement of maximum running speed for an athlete?
(A) time in a 10-mile race
(B) highest amount of weight lifted by one...
Approximately what percentage of a data set is greater than the third quartile, Q3?
Approximately what percentage of a data set is greater than the third quartile, Q3?
(A) about 25%
(B) about 50%
(C) about 75%
(D) about 100%
Answer: (C)...
You want to measure the "physical fitness" of college students. Identify the example of a valid way to measure fitness.
You want to measure the "physical fitness" of college students. Identify the example of a valid way to measure fitness.
(A) Students' weight
(B) Students'...
In a distribution that is skewed to the right, the mean tends to be
In a distribution that is skewed to the right, the mean tends to be
(A) greater than the median
(B) roughly equal to the median
(C) impossible to...
A friend tells you, "In the 7:30 a.m. lecture for Statistics, 9 students failed. However, 20 students failed in the 1:30 p.m. class. The 1:30 p.m. professor is a tougher grader than the 7:30 a.m. teacher." Which of the following information will you require to conclude if 1:30 p.m. professor is a tougher grader than 7:30 a.m. professor?
A friend tells you, "In the 7:30 a.m. lecture for Statistics, 9 students failed. However, 20 students failed in the 1:30 p.m. class. The 1:30 p.m. professor...
What is a good way to compare two numerical variables' distributions graphically?
What is a good way to compare two numerical variables' distributions graphically?
(A) Side-by-side interquartile ranges (B) Side-by-side boxplots
(C)...
A scale that always produces a weight reading that is 4 pounds too high has
A scale that always produces a weight reading that is 4 pounds too high has
(A) bias and high reliability
(B) bias and poor reliability
(C) no bias...
Colleges announce an average SAT score for their entering freshmen. Usually a college would like this average to be as high as possible. A New York Times article noted, "Private colleges that buy lots of top students with merit scholarships prefer the mean, while open-enrollment public institutions like medians." Which of the following statements correctly explains these preferences?
Colleges announce an average SAT score for their entering freshmen. Usually a college would like this average to be as high as possible. A New York...
If an ordinary coin has been tossed 10 times, and each of the last 5 tosses have resulted in "tails" then what is the probability of "tails" on the next toss?
If an ordinary coin has been tossed 10 times, and each of the last 5 tosses have resulted in "tails" then what is the probability of "tails" on the...
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