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The number observations in a complete data set having 15 elements and 5 variables is


A) 5.
B) 10.
C) 15.
D) 75.

E) A) and B)
F) B) and D)

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B

Categorical data


A) must be numeric.
B) must be nonnumeric.
C) cannot be numeric.
D) may be either numeric or nonnumeric.

E) B) and D)
F) B) and C)

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In a sample of 1,600 registered voters, 912 or 57% approve of the way the President is doing his job. The 57% approval is an example of


A) a sample.
B) descriptive statistics.
C) statistical inference.
D) a population.

E) A) and C)
F) None of the above

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Data measured a nominal scale


A) must be alphabetic.
B) can be either numeric or nonnumeric.
C) must be numeric.
D) must rank order the data.

E) A) and B)
F) A) and C)

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B

Data collected over several time periods are _____ data.


A) time series
B) time controlled
C) cross-sectional
D) periodic

E) None of the above
F) C) and D)

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The numbers on football jerseys are an example of _____ data.


A) categorical
B) either categorical or quantitative
C) neither categorical or quantitative
D) quantitative

E) B) and D)
F) B) and C)

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Goals scored in a soccer game 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.

E) All of the above
F) None of the above

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B

Statistical studies in which researchers control variables of interest are _____ studies.


A) experimental
B) random variable
C) inferential
D) observational

E) C) and D)
F) B) and D)

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In a questionnaire, respondents are asked to mark their marital status as single, married, divorced, or widowed. Marital status is an example of a(n) _____ variable.


A) categorical
B) quantitative
C) interval-scale
D) ordinal-scale

E) B) and C)
F) B) and D)

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


A) is always smaller than
B) is always larger than
C) must be equal to
D) varies around

E) B) and D)
F) B) and C)

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Which of the following is a categorical variable?


A) Your age when you began college
B) Your Social Security Number
C) Your statistics class start time
D) Your birth year

E) None of the above
F) A) and B)

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The type of analytics whose models yield a best course of action to take is _____ analytics.


A) descriptive
B) prescriptive
C) predictive
D) inferential

E) All of the above
F) A) and D)

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The set of measurements collected for a particular element are called


A) variables.
B) observations.
C) samples.
D) populations.

E) All of the above
F) A) and C)

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Dr. Kurt Thearling, a leading practitioner in the field, defines data mining as "the _____ extraction of _____ information from databases."


A) thorough, insightful
B) timely, accurate
C) automated, predictive
D) intentional, useful

E) A) and B)
F) All of the above

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In a random sample of 200 items, 5 items were defective. An estimate of the percentage of defective items in the population is


A) 5%.
B) 2.5%.
C) 20%.
D) 10%.

E) A) and D)
F) A) and C)

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Arithmetic operations are inappropriate for


A) categorical data.
B) quantitative data.
C) both categorical and quantitative data.
D) large data sets.

E) A) and B)
F) C) and D)

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The scale of measurement that is used to rank order the observation for a variable is called the _____ scale.


A) ratio
B) ordinal
C) nominal
D) interval

E) A) and B)
F) A) and C)

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In a post office, the mailboxes are numbered from 1 to 4,500. These numbers represent


A) categorical data.
B) quantitative data.
C) either categorical or quantitative data.
D) since the numbers are sequential, the data is quantitative.

E) A) and C)
F) B) and D)

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In a questionnaire, respondents are asked to mark their gender as male or female. The scale of measurement for gender is _____ scale.


A) ordinal
B) nominal
C) ratio
D) interval

E) A) and B)
F) A) and C)

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A statistics professor asked students in a class their ages. Based on 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) an observational study.
B) descriptive statistics.
C) an experiment.
D) statistical inference.

E) A) and D)
F) B) and C)

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