,TESTBANK for Statistics, 11th Edition by Robert
S. Witte
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MULTIPLE-CHOICE TEST ITEMS
CHAPTER 1
INTRODUCTION
1.1 Statistics exists because
a) variability.
b) mathematics.
c) complexity.
d) commonalities.
Ans: a
1.2 Which of the following is not one of the reasons mentioned for taking an introductory statistics
class?
a) better understand research reports in your special area of interest
b) plan statistical analyses for modest research projects
c) intelligently evaluate statistical references in news publications and TV broadcasts
d) single-handedly plan the analysis for any research project
Ans: d
1.3 The more advanced area of statistics is
a) descriptive statistics.
b) inferential statistics.
c) population statistics.
d) analytical statistics.
Ans: b
1.4 The area of statistics that organizes and summarizes information about a collection of actual
observations is known as
a) descriptive statistics.
b) inferential statistics.
c) population statistics.
d) analytical statistics.
Ans: a
1.5 A single word that best describes inferential statistics is
a) analyzing.
b) summarizing.
c) organizing.
d) generalizing.
Ans: d
1.6 Indicate whether one, both, or neither of the following statements typifies descriptive statistics.
a) It usually takes several months before a person feels "at home" in a new environment.
b) My income last summer was about $10,000.
c) both a and b
d) neither a nor b
Ans: b
1.7 Indicate whether one, both, or neither of the following statements typifies descriptive statistics.
a) There is a tendency for elderly people to postpone their death until after their birthday.
b) People with similar personalities are mutually attracted.
c) both a and b
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d) neither a nor b
Ans: d
1.8 Indicate whether one, both, or neither of the following statements typifies inferential statistics.
a) Daily meditation reduces stress.
b)The national deficit for last year exceeded 500 billion.
c) both a and b
d) neither a nor b
Ans: a
1.9 When conducting a survey, it is important that the sample be
a) large.
b) haphazard
c) carefully selected
d) random
Ans: d
1.10 Some form of randomization should occur in both
a) descriptive and inferential statistics
b) populations and samples
c) surveys and experiments
d) independent and dependent variables
Ans: c
1.11 Random assignment helps us to determine whether an observed difference between two
groups is
a) larger than expected just by chance.
b) probably is real.
c) merits further attention.
d) all of the above.
Ans: d
1.12 A statistical analysis is based on
a) data.
b) words.
c) labels.
d) numbers.
Ans: a
1.13 Quantitative observations consist of
a) words.
b) numerical codes.
c) numbers.
d) all of the above
Ans: c
1.14 Indicate whether one, both, or neither of the following statements describes quantitative
observations.
a) score on this exam
b) vocational goal
c) both a and b
d) neither a nor b
Ans: a
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1.15 Indicate whether one, both, or neither of the following statements describes qualitative
observations.
a) place of birth
b) political preference
c) both a and b
d) neither a nor b
Ans: c
1.16 Indicate whether one, both, or neither of the following statements describes qualitative
observations.
a) IQ score
b) age
c) both a and b
d) neither a nor b
Ans: d
1.17 Indicate whether one, both, or neither of the following statements describes ranked
observations.
a) finish order at a car race.
b) birth order among children in a family
c) both a and b
d) neither a nor b
Ans: c
1.18 In a survey of religious affiliation, numbers are assigned as follows: 1-None, 2-Christian,
3-Jewish, 4-Buddhist, 5-Other. Therefore it is appropriate to conclude that
a) two Christians equal one Buddhist.
b) a Jew is intermediate between a Christian and a Buddhist.
c) five different classes of religious affiliation are being distinguished.
d) religious affiliation can be treated as quantitative data.
Ans: c
1.19 An important first step in a statistical analysis requires that observations be identified as either
a) words or numerical codes.
b) quantitative, ranked, or qualitative.
c) true or false.
d) amounts or counts.
Ans: b
1.20 Data are quantitative if any single observation within a batch of observations represents a(n)
a) amount or count.
b) word or label.
c) coding device.
d) bit of information.
Ans: a
1.21 You are asked whether 1, 3, 2, 5, 3, 7 constitute quantitative or qualitative data. Your best reply
is
a) quantitative because these numbers involve an amount or count.
b) qualitative because these numbers reflect arbitrary numerical codes or labels.
c) quantitative or qualitative depending on the accuracy of these numbers.
d) quantitative or qualitative depending on whether these numbers represent an amount or count,
,Witte & Witte 11/e
or merely a numerical code.
Ans: d
1.22 The simplest level of measurement is
a) interval/ratio.
b) ordinal.
c) nominal.
d) approximately interval.
Ans: c
1.23 The most complex level of measurement is
a) interval/ratio
b) ordinal.
c) nominal.
d) approximately interval.
Ans: a
1.24 Shifts to more complex levels of measurement are accompanied by sets of observations that
contain
a) more information.
b) less information.
c) more errors.
d) fewer errors.
Ans: a
1.25 If movies are rated on a scale from four stars (outstanding) to no stars (terrible), measurement
is
a) interval/ratio
b) ordinal.
c) nominal.
d) approximately interval.
Ans: b
1.26 If people are classified as either literate, semi-literate, or illiterate, measurement is
a) interval/ratio
b) ordinal.
c) nominal.
d) approximately interval.
Ans: b
1.27 If college students are polled about how many academic units they are carrying during the
current term, measurement is
a) interval/ratio
b) ordinal.
c) nominal.
d) approximately interval.
Ans: a
1.28 Qualitative data are associated with
a) all levels of measurement.
b) interval/ratio, ordinal, and nominal measurement.
c) ordinal and nominal measurement.
d) nominal measurement.
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Ans: c
1.29 Quantitative data are associated with
a) all levels of measurement.
b) interval/ratio and ordinal measurement.
c) interval/ratio
d) interval/ratio and approximately interval measurement.
Ans: d
1.30 Ranked data are associated with
a) all levels of measurement
b) ordinal measurement
c) approximately interval measurement
d) nominal measurement.
Ans: b
1.31 The distinctive property of ordinal measurement is
a) equal intervals.
b) order.
c) classification.
d) a true zero.
Ans: b
1.32 Which level of measurement is not represented in the following statement? A racehorse,
wearing number three, finishes second, with a time of 1.50 minutes.
a) nominal
b) ordinal
c) approximately interval
d) interval/ratio
Ans: c
1.33 Which level of measurement is represented twice in the following statement? In my group
dynamics class, I arrived last but spoke most often during the lengthy three-hour session.
a) nominal
b) ordinal
c) approximately interval
d) interval/ratio
Ans: b
1.34 Six is twice three only when these numbers emerge from a scale of measurement having
a) classification.
b) order.
c) equal intervals.
d) a true zero.
Ans: d
1.35 The attainment of interval/ratio measurement is particularly difficult when you attempt to
measure
a) physical characteristics.
b) nonphysical characteristics.
c) complex characteristics.
d) simple characteristics.
Ans: b
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1.36 As measures of academic achievement, grade point averages only approximate interval
measurement. Nevertheless, it would be permissible to claim that a GPA of 2.00 represents
a) an amount of academic achievement roughly midway between GPAs of 1.00 and 3.00.
b) twice as much academic achievement as a GPA of 1.00.
c) an amount of academic achievement midway between GPAs of 1.00 and 3.00.
d) none of the above
Ans: a
1.37 Data that approximate interval measurement receive the same statistical treatment as
a) nominal and ordinal data.
b) ordinal and interval data.
c) interval/ratio data.
d) ordinal, interval, and interval/ratio data.
Ans: c
1.38 When data only approximate interval measurement, as often happens in the behavioral and
social sciences, you should
a) interpret numerical claims cautiously.
b) shift to more precise measurement.
c) question the worth of the data.
d) develop more incisive research techniques
Ans: a
1.39 A characteristic that can assume more than one value is referred to as
a) fickle.
b) changeable.
c) a constant.
d) a variable.
Ans: d
1.40 Which one of the following quantitative variables is not continuous?
a) age
b) speed
c) population
d) height
Ans: c
1.41 When values are rounded off, the resulting numbers are
a) approximate.
b) erroneous.
c) misleading.
d) speculative.
Ans: a
1.42 Gaps among values of continuous variables are
a) more apparent than real.
b) caused by rounding off procedures.
c) reflect our need to deal with finite numbers.
d) all of the above.
Ans: d
1.43 To determine whether a new sleeping pill is effective, adult insomniacs receive a pill (either
real or fake, according to some impartial assignment rule) and subsequently their sleeping times are
,Witte & Witte 11/e
measured, in minutes, during eight-hour observation periods. In this study, sleeping time is
a) the independent variable.
b) the dependent variable.
c) either the independent or the dependent variable.
d) neither the independent nor the dependent variable.
Ans: b
1.44 To determine whether a new sleeping pill is effective, adult insomniacs receive a pill (either
real or fake, according to some impartial assignment rule) and subsequently their sleeping times are
measured, in minutes, during eight-hour observation periods.
This study can best be described as
a) an experiment.
b) an observational study.
c) one involving two variables.
d) one involving human subjects.
Ans: a
1.45 An independent variable is defined as a treatment that the investigator
a) measures.
b) manipulates.
c) modifies.
d) makes.
Ans: b
1.46 A distinctive property of an experiment is that the investigator decides on
a) the laboratory setting.
b) the two variables to be studied.
c) the quantification of the dependent variable.
d) who receives the special treatment.
Ans: d
1.47 When compared to observational studies, well-designed experiments provide conclusions that
are more clear-cut about
a) human populations.
b) relationships.
c) cause-effect relationships.
d) large batches of data.
Ans: c
1.48 When variables cannot be manipulated by the investigator, relationships must be studied with
a) observational studies
b) patience
c) very small numbers of subjects
d) an abstract perspective
Ans: a
1.49 A confounding variable
a) increases the generality of a study
b) compromises the interpretation of a study
c) replaces the independent variable
d) facilitates the interpretation of a study
Ans: b
, Witte & Witte 11/e
1.50 An experiment permits a decision about whether an observed difference is
a) true or false.
b) large or small.
c) real or transitory.
d) important or unimportant.
e) Ans: c
S. Witte
Hello all ,
We have all what you need with best price
Our email :
Our website :
testbanks-store.com
,Witte & Witte 11/e
MULTIPLE-CHOICE TEST ITEMS
CHAPTER 1
INTRODUCTION
1.1 Statistics exists because
a) variability.
b) mathematics.
c) complexity.
d) commonalities.
Ans: a
1.2 Which of the following is not one of the reasons mentioned for taking an introductory statistics
class?
a) better understand research reports in your special area of interest
b) plan statistical analyses for modest research projects
c) intelligently evaluate statistical references in news publications and TV broadcasts
d) single-handedly plan the analysis for any research project
Ans: d
1.3 The more advanced area of statistics is
a) descriptive statistics.
b) inferential statistics.
c) population statistics.
d) analytical statistics.
Ans: b
1.4 The area of statistics that organizes and summarizes information about a collection of actual
observations is known as
a) descriptive statistics.
b) inferential statistics.
c) population statistics.
d) analytical statistics.
Ans: a
1.5 A single word that best describes inferential statistics is
a) analyzing.
b) summarizing.
c) organizing.
d) generalizing.
Ans: d
1.6 Indicate whether one, both, or neither of the following statements typifies descriptive statistics.
a) It usually takes several months before a person feels "at home" in a new environment.
b) My income last summer was about $10,000.
c) both a and b
d) neither a nor b
Ans: b
1.7 Indicate whether one, both, or neither of the following statements typifies descriptive statistics.
a) There is a tendency for elderly people to postpone their death until after their birthday.
b) People with similar personalities are mutually attracted.
c) both a and b
,Witte & Witte 11/e
d) neither a nor b
Ans: d
1.8 Indicate whether one, both, or neither of the following statements typifies inferential statistics.
a) Daily meditation reduces stress.
b)The national deficit for last year exceeded 500 billion.
c) both a and b
d) neither a nor b
Ans: a
1.9 When conducting a survey, it is important that the sample be
a) large.
b) haphazard
c) carefully selected
d) random
Ans: d
1.10 Some form of randomization should occur in both
a) descriptive and inferential statistics
b) populations and samples
c) surveys and experiments
d) independent and dependent variables
Ans: c
1.11 Random assignment helps us to determine whether an observed difference between two
groups is
a) larger than expected just by chance.
b) probably is real.
c) merits further attention.
d) all of the above.
Ans: d
1.12 A statistical analysis is based on
a) data.
b) words.
c) labels.
d) numbers.
Ans: a
1.13 Quantitative observations consist of
a) words.
b) numerical codes.
c) numbers.
d) all of the above
Ans: c
1.14 Indicate whether one, both, or neither of the following statements describes quantitative
observations.
a) score on this exam
b) vocational goal
c) both a and b
d) neither a nor b
Ans: a
,Witte & Witte 11/e
1.15 Indicate whether one, both, or neither of the following statements describes qualitative
observations.
a) place of birth
b) political preference
c) both a and b
d) neither a nor b
Ans: c
1.16 Indicate whether one, both, or neither of the following statements describes qualitative
observations.
a) IQ score
b) age
c) both a and b
d) neither a nor b
Ans: d
1.17 Indicate whether one, both, or neither of the following statements describes ranked
observations.
a) finish order at a car race.
b) birth order among children in a family
c) both a and b
d) neither a nor b
Ans: c
1.18 In a survey of religious affiliation, numbers are assigned as follows: 1-None, 2-Christian,
3-Jewish, 4-Buddhist, 5-Other. Therefore it is appropriate to conclude that
a) two Christians equal one Buddhist.
b) a Jew is intermediate between a Christian and a Buddhist.
c) five different classes of religious affiliation are being distinguished.
d) religious affiliation can be treated as quantitative data.
Ans: c
1.19 An important first step in a statistical analysis requires that observations be identified as either
a) words or numerical codes.
b) quantitative, ranked, or qualitative.
c) true or false.
d) amounts or counts.
Ans: b
1.20 Data are quantitative if any single observation within a batch of observations represents a(n)
a) amount or count.
b) word or label.
c) coding device.
d) bit of information.
Ans: a
1.21 You are asked whether 1, 3, 2, 5, 3, 7 constitute quantitative or qualitative data. Your best reply
is
a) quantitative because these numbers involve an amount or count.
b) qualitative because these numbers reflect arbitrary numerical codes or labels.
c) quantitative or qualitative depending on the accuracy of these numbers.
d) quantitative or qualitative depending on whether these numbers represent an amount or count,
,Witte & Witte 11/e
or merely a numerical code.
Ans: d
1.22 The simplest level of measurement is
a) interval/ratio.
b) ordinal.
c) nominal.
d) approximately interval.
Ans: c
1.23 The most complex level of measurement is
a) interval/ratio
b) ordinal.
c) nominal.
d) approximately interval.
Ans: a
1.24 Shifts to more complex levels of measurement are accompanied by sets of observations that
contain
a) more information.
b) less information.
c) more errors.
d) fewer errors.
Ans: a
1.25 If movies are rated on a scale from four stars (outstanding) to no stars (terrible), measurement
is
a) interval/ratio
b) ordinal.
c) nominal.
d) approximately interval.
Ans: b
1.26 If people are classified as either literate, semi-literate, or illiterate, measurement is
a) interval/ratio
b) ordinal.
c) nominal.
d) approximately interval.
Ans: b
1.27 If college students are polled about how many academic units they are carrying during the
current term, measurement is
a) interval/ratio
b) ordinal.
c) nominal.
d) approximately interval.
Ans: a
1.28 Qualitative data are associated with
a) all levels of measurement.
b) interval/ratio, ordinal, and nominal measurement.
c) ordinal and nominal measurement.
d) nominal measurement.
,Witte & Witte 11/e
Ans: c
1.29 Quantitative data are associated with
a) all levels of measurement.
b) interval/ratio and ordinal measurement.
c) interval/ratio
d) interval/ratio and approximately interval measurement.
Ans: d
1.30 Ranked data are associated with
a) all levels of measurement
b) ordinal measurement
c) approximately interval measurement
d) nominal measurement.
Ans: b
1.31 The distinctive property of ordinal measurement is
a) equal intervals.
b) order.
c) classification.
d) a true zero.
Ans: b
1.32 Which level of measurement is not represented in the following statement? A racehorse,
wearing number three, finishes second, with a time of 1.50 minutes.
a) nominal
b) ordinal
c) approximately interval
d) interval/ratio
Ans: c
1.33 Which level of measurement is represented twice in the following statement? In my group
dynamics class, I arrived last but spoke most often during the lengthy three-hour session.
a) nominal
b) ordinal
c) approximately interval
d) interval/ratio
Ans: b
1.34 Six is twice three only when these numbers emerge from a scale of measurement having
a) classification.
b) order.
c) equal intervals.
d) a true zero.
Ans: d
1.35 The attainment of interval/ratio measurement is particularly difficult when you attempt to
measure
a) physical characteristics.
b) nonphysical characteristics.
c) complex characteristics.
d) simple characteristics.
Ans: b
,Witte & Witte 11/e
1.36 As measures of academic achievement, grade point averages only approximate interval
measurement. Nevertheless, it would be permissible to claim that a GPA of 2.00 represents
a) an amount of academic achievement roughly midway between GPAs of 1.00 and 3.00.
b) twice as much academic achievement as a GPA of 1.00.
c) an amount of academic achievement midway between GPAs of 1.00 and 3.00.
d) none of the above
Ans: a
1.37 Data that approximate interval measurement receive the same statistical treatment as
a) nominal and ordinal data.
b) ordinal and interval data.
c) interval/ratio data.
d) ordinal, interval, and interval/ratio data.
Ans: c
1.38 When data only approximate interval measurement, as often happens in the behavioral and
social sciences, you should
a) interpret numerical claims cautiously.
b) shift to more precise measurement.
c) question the worth of the data.
d) develop more incisive research techniques
Ans: a
1.39 A characteristic that can assume more than one value is referred to as
a) fickle.
b) changeable.
c) a constant.
d) a variable.
Ans: d
1.40 Which one of the following quantitative variables is not continuous?
a) age
b) speed
c) population
d) height
Ans: c
1.41 When values are rounded off, the resulting numbers are
a) approximate.
b) erroneous.
c) misleading.
d) speculative.
Ans: a
1.42 Gaps among values of continuous variables are
a) more apparent than real.
b) caused by rounding off procedures.
c) reflect our need to deal with finite numbers.
d) all of the above.
Ans: d
1.43 To determine whether a new sleeping pill is effective, adult insomniacs receive a pill (either
real or fake, according to some impartial assignment rule) and subsequently their sleeping times are
,Witte & Witte 11/e
measured, in minutes, during eight-hour observation periods. In this study, sleeping time is
a) the independent variable.
b) the dependent variable.
c) either the independent or the dependent variable.
d) neither the independent nor the dependent variable.
Ans: b
1.44 To determine whether a new sleeping pill is effective, adult insomniacs receive a pill (either
real or fake, according to some impartial assignment rule) and subsequently their sleeping times are
measured, in minutes, during eight-hour observation periods.
This study can best be described as
a) an experiment.
b) an observational study.
c) one involving two variables.
d) one involving human subjects.
Ans: a
1.45 An independent variable is defined as a treatment that the investigator
a) measures.
b) manipulates.
c) modifies.
d) makes.
Ans: b
1.46 A distinctive property of an experiment is that the investigator decides on
a) the laboratory setting.
b) the two variables to be studied.
c) the quantification of the dependent variable.
d) who receives the special treatment.
Ans: d
1.47 When compared to observational studies, well-designed experiments provide conclusions that
are more clear-cut about
a) human populations.
b) relationships.
c) cause-effect relationships.
d) large batches of data.
Ans: c
1.48 When variables cannot be manipulated by the investigator, relationships must be studied with
a) observational studies
b) patience
c) very small numbers of subjects
d) an abstract perspective
Ans: a
1.49 A confounding variable
a) increases the generality of a study
b) compromises the interpretation of a study
c) replaces the independent variable
d) facilitates the interpretation of a study
Ans: b
, Witte & Witte 11/e
1.50 An experiment permits a decision about whether an observed difference is
a) true or false.
b) large or small.
c) real or transitory.
d) important or unimportant.
e) Ans: c
