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The purpose of descriptive statistics is to


A) organize and summarize observations so that they are easier to understand
B) infer something about conditions in a population from study of a sample
C) to predict standing in one factor from knowledge of standing in another
D) to determine whether there is a real difference between two (or more) groups

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

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In the ordinary course of investigation, statistical matters


A) precede research matters
B) follow research matters
C) intervene between the research question and the research conclusion
D) form the beginning and end of the study

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

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Which of the following recorded values is best viewed as a discrete variable?


A) a temperature of 123 degrees
B) an IQ of 121
C) a piston diameter of 3.1273 inches
D) a count of 36 telephones in a department store

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

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The highest level of measurement that we can be sure a score on this multiple-choice examination meets has the characteristics of


A) a ratio scale
B) an interval scale
C) an ordinal scale
D) a nominal scale

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

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A marketing analyst surveys the brand of cola drink preferred by adult women. Brand of cola drink is


A) a quantitative variable
B) a qualitative variable
C) a constant
D) an ordinal variable

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

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Suppose we are interested in the average reading achievement test score of the currently enrolled students in Edison Elementary School. -The set of test scores for Miss Grady's class constitutes


A) an element
B) a sample
C) a statistic
D) a variable

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

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If five students are ranked from best to worst in terms of potential for graduate study, the ranks form


A) a ratio scale
B) an interval scale
C) an ordinal scale
D) a nominal scale

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

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In an experiment, the dependent variable is


A) a variable that might affect the outcome
B) the variable manipulated by the investigator
C) an example of a secondary variable
D) the variable that is measured

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

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A statistical question


A) is developed from a research question
B) precedes development of a research question
C) is independent of the research question
D) is developed from the research conclusion

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

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The statement that a score of 120 represents a 20% improvement over a score of 100 is appropriate for


A) an equal interval scale
B) a ratio scale
C) an interval scale
D) a continuous variable

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

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B

Four kinds of cola drinks form


A) a ratio scale
B) an ordinal scale
C) an interval scale
D) a nominal scale

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

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Suppose we are interested in the average reading achievement test score of the currently enrolled students in Edison Elementary School. -The set of test scores for these children constitutes


A) an element
B) a sample
C) a parameter
D) a population

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

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The idea of a random sample is particularly important for


A) descriptive statistics
B) statistical inference
C) measuring degree of association
D) all of the above

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

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Scores for which of the following variables would necessarily be approximate numbers?


A) family size
B) annual income
C) arm length
D) units completed at the end of the first semester

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

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C

Suppose we are interested in the average reading achievement test score of the currently enrolled students in Edison Elementary School. -The average score of Miss Grady's class is a


A) sample
B) statistic
C) parameter
D) constant

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

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B

A researcher is interested in studying hand-eye coordination of second-grade boys at Honey Island Elementary School. She selects four boys for study and finds that they all receive the same score. In this study, hand-eye coordination is


A) a quantitative variable
B) a qualitative variable
C) a quantitative constant
D) a qualitative constant

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

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If the weight of three objects is reported to be 97.0 pounds, their average weight (97.0/3) should be reported as


A) 32 pounds
B) 32.3 pounds
C) 32.33 pounds
D) 32.3333 pounds

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

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A research question is one that is about


A) theory
B) a numerical aspect of the observations
C) the subject matter under investigation
D) an abstract matter

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

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Descriptive: inferential as


A) approximate:exact
B) summarizing:accounting for chance
C) quantitative:qualitative
D) substantive:statistical

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

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In an experiment, the variable that is manipulated by the investigator is called the


A) research variable
B) independent variable
C) dependent variable
D) statistical variable

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

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