Ch.1 IntroductiontoStatistics
1.1 AnOverviewofStatistics
1 DistinguishBetweenaPopulationandaSample
MULTIPLECHOICE.Choosetheonealternativethatbestcompletesthestatementoranswersthequestion.
Determinewhetherthedatasetisapopulationorasample.
1) Theageofeveryfourthpersonenteringadepartmentstore
A) sample B) population
2) Theageofeachemployeeatalocalgrocerystore
A) population B) sample
SHORTANSWER.Writethewordorphrasethatbestcompleteseachstatementoranswersthequestion.
Identifythepopulationandthesample.
3) Asurveyof1782Americanhouseholdsfoundthat80%ofthehouseholdsownacomputer.
4) When1886Americanhouseholdsweresurveyed,itwasfoundthat85%ofthemownedtwocars.
5) Asurveyof2625elementaryschoolchildrenfoundthat28%ofthechildrencouldbeclassifiedasobese.
MULTIPLECHOICE.Choosetheonealternativethatbestcompletesthestatementoranswersthequestion.
UsetheVenndiagramtoidentifythepopulationandthesample.
6)
A) Population:Magazinesubscribers;Sample;Magazinesubscriberswhorenewtheirsubscription
B) Population:Magazinesubscriberswhorenewtheirsubscription;Sample:Magazinesubscribers
2 DistinguishBetweenaParameterandaStatistic
SHORTANSWER.Writethewordorphrasethatbestcompleteseachstatementoranswersthequestion.
Determinewhetherthenumericalvalueisaparameterorastatistic.Explainyourreasoning.
1) Arecentsurveybythealumniofamajoruniversityindicatedthattheaveragesalaryof7500ofits200,000
graduateswas$95,000.
2) Theaveragesalaryofallassembly–lineemployeesatacertaincarmanufactureris$42,000.
3) Asurveyof1208studentswastakenfromauniversitywith20,000 students.
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3 DistinguishBetweenDescriptiveStatisticsandInferentialStatistics
MULTIPLECHOICE.Choosetheonealternativethatbestcompletesthestatementoranswersthequestion.
Identifywhetherthestatementdescribesinferentialstatisticsordescriptivestatistics.
1) Theaverageageofthestudentsinastatisticsclassis22 years.
A) descriptivestatistics B) inferentialstatistics
2) ThechancesofwinningtheCaliforniaLotteryareonechanceintwenty–twomillion.
A) inferentialstatistics B) descriptivestatistics
3) Thereisarelationshipbetweensmokingcigarettesandgettingemphysema.
A) inferentialstatistics B) descriptivestatistics
4) Frompastfigures,itispredictedthat41%oftheregisteredvotersinCaliforniawillvoteintheJuneprimary.
A) inferentialstatistics B) descriptivestatistics
5) Basedonpreviousclients,amarriagecounselorconcludesthatthemajorityofmarriagesthatbeginwith
cohabitationbeforemarriagewillresultindivorce.
A) inferentialstatistics B) descriptivestatistics
4 Concepts
SHORTANSWER.Writethewordorphrasethatbestcompleteseachstatementoranswersthequestion.
Provideanappropriateresponse.
1) Explainthedifferencebetweenasampleandapopulation.
2) Ifyouhadtodoastatisticalstudy,wouldyouuseasampleorapopulation?Why?
1.2 DataClassification
1 DistinguishBetweenQualitativeandQuantitativeData
MULTIPLECHOICE.Choosetheonealternativethatbestcompletesthestatementoranswersthequestion.
Determinewhetherthedataarequalitativeorquantitative.
1) thecolorsofautomobilesonausedcarlot
A) qualitative B) quantitative
2) thenumberofcomplaintlettersreceivedbytheUnitedStatesPostalServiceinagivenday
A) quantitative B) qualitative
3) thenumberofseatsinamovietheater
A) quantitative B) qualitative
4) thenumbersontheshirtsofagirlʹssoccerteam
A) qualitative B) quantitative
2 ClassifyDatawithRespecttotheFourLevelsofMeasurement
MULTIPLECHOICE.Choosetheonealternativethatbestcompletesthestatementoranswersthequestion.
Identifythedatasetʹslevelofmeasurement.
1) haircolorofwomenonahighschooltennisteam
A) nominal B) ordinal C) interval D) ratio
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2) numbersontheshirtsofagirlʹssoccerteam
A) nominal B) ordinal C) interval D) ratio
3) agesofstudentsinastatisticclass
A) ratio B) ordinal C) interval D) nominal
4) temperaturesof73selectedrefrigerators
A) interval B) ordinal C) nominal D) ratio
5) numberofmilligramsoftarin85cigarettes
A) ratio B) ordinal C) interval D) nominal
6) numberofpagesinyourstatisticsbook
A) ratio B) ordinal C) interval D) nominal
7) marriagestatus(married,single,ordivorced)ofthefacultyattheUniversityofColorado
A) nominal B) ordinal C) interval D) ratio
8) listof1239socialsecuritynumbers
A) nominal B) ordinal C) interval D) ratio
9) theratingsofamovierangingfromʺpoorʺtoʺgoodʺtoʺexcellentʺ
A) ordinal B) nominal C) interval D) ratio
10) thefinalgrades(A,B,C,D,andF)forstudentsinastatisticsclass
A) ordinal B) nominal C) interval D) ratio
11) theannualsalariesforallteachersinCalifornia
A) ratio B) ordinal C) interval D) nominal
12) listofzipcodesforChicago
A) nominal B) ordinal C) interval D) ratio
13) thenationalitieslistedinarecentsurvey(forexample,Asian,European,orHispanic).
A) nominal B) ordinal C) interval D) ratio
14) theamountsoffat(ingrams)in29cookies
A) ratio B) ordinal C) interval D) nominal
15) theyearsthesummerOlympicswereheldintheUnitedStates
A) interval B) ordinal C) nominal D) ratio
16) numbersoftouchdownsscoredbyamajoruniversityinfiverandomlyselectedgames
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A) ratio B) ordinal C) interval D) nominal
17) theaveragedailytemperatures(indegreesFahrenheit)onfiverandomlyselecteddays
34 22 31 21 38
A) interval B) nominal C) ordinal D) ratio
18) manuscriptsratedʺacceptableʺorʺunacceptableʺ
A) ordinal B) nominal C) ratio D) interval
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19) thelengths(inminutes)ofthetoptenmovieswithrespecttoticketsalesin2007
A) ratio B) nominal C) ordinal D) interval
20) thedatalistedonthehorizontalaxisinthegraph
A) nominal B) interval C) ordinal D) ratio
21) thedatalistedonthehorizontalaxisinthegraph
A) ratio B) nominal C) ordinal D) interval
3 Concepts
SHORTANSWER.Writethewordorphrasethatbestcompleteseachstatementoranswersthequestion.
Provideanappropriateresponse.
1) Explainthedifferencesbetweentheintervalandratiolevelsofmeasurement.
2) ExplainwhydataexpressedwiththeCelsiustemperaturescaleisattheintervallevelofmeasurementrather
thantheratiolevel.
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1.3 DataCollectionandExperimentalDesig
n
1 DecideWhetherStudyisObservationalStudyorExperiment
MULTIPLECHOICE.Choosetheonealternativethatbestcompletesthestatementoranswersthequestion.
Determinewhetherthestudyisanobservationalstudyoranexperiment.
1) Amedicalresearcherobtainsasampleofadultssufferingfromdiabetes.Sherandomlyassigns67 peopletoa
treatmentgroupand67toaplacebogroup.Thetreatmentgroupreceivesamedicationoveraperiodofthree
monthsandtheplacebogroupreceivesaplacebooverthesametimeframe.Attheendofthreemonthsthe
patientsʹsymptomsareevaluated.
A) experiment B) observationalstudy
2) Apollisconductedinwhichprofessionalmusiciansareaskedtheirages.
A) observationalstudy B) experiment
3) Apollsterobtainsasampleofstudentsandasksthemhowtheywillvoteonanupcomingreferendum.
A) observationalstudy B) experiment
4) Thepersonneldirectoratalargecompanywouldliketodeterminewhetherthecompanycafeteriaiswidely
usedbyemployees.Shecallseachemployeeandasksthemwhethertheyusuallybringtheirownlunch,eatat
thecompanycafeteria,orgooutforlunch.
A) observationalstudy B) experiment
5) Ascientistwasstudyingtheeffectsofanewfertilizeroncropyield.Sherandomlyassignedhalfoftheplotson
afarmtogrouponeandtheremainingplotstogrouptwo.Ontheplotsingroupone,thenewfertilizerwas
usedforayear.Ontheplotsingrouptwo,theoldfertilizerwasused.Attheendoftheyeartheaveragecrop
yieldfortheplotsingrouponewascomparedwiththeaveragecropyieldfortheplotsingrouptwo.
A) experiment B) observationalstudy
6) Aresearcherobtainedarandomsampleof100smokersandarandomsampleof100nonsmokers.After
interviewingall200participantsinthestudy,theresearchercomparedtherateofdepressionamongthe
smokerswiththerateofdepressionamongnonsmokers.
A) observationalstudy B) experiment
SHORTANSWER.Writethewordorphrasethatbestcompleteseachstatementoranswersthequestion.
Identifytheexperimentalunitsandtreatmentsusedintheexperiment.
7) Amedicalresearchercenterwantstotesttheeffectivenessofanewdiabetesmedication.Thecompany
identifies82adultssufferingfromasimilarformofdiabetes.Thesubjectsarerandomlyassignedtotwo
groups.Onegroupisgivenamedicationandtheotherisgivenaplacebothatlooksexactlylikethemedication.
Afterthreemonths,thesubjectsʹsymptomsarestudiedandcompared.
2IdentifyaBiasedSample
SHORTANSWER.Writethewordorphrasethatbestcompleteseachstatementoranswersthequestion.
Provideanappropriateresponse.
1) Explainwhatbiasthereisinastudydoneentirelyonline.
2) AreportsponsoredbytheCaliforniaCitrusCommissionstatedthatcholesterollevelscanbeloweredby
drinkingatleastoneglassofacitrusproducteachday.Determineifthereportisbiased.
3) Alocalnewspaperranasurveybyasking,ʺDoyousupportthedeploymentofaweaponthatcouldkill
millionsofinnocentpeople?ʺDeterminewhetherthesurveyquestionisbiased.
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3 IdentifySamplingTechniques
MULTIPLECHOICE.Choosetheonealternativethatbestcompletesthestatementoranswersthequestion.
Identifythesamplingtechniqueused.
1) Thirty–fivesophomores,24juniorsand25 seniorsarerandomlyselectedfrom388sophomores,418 juniorsand
573seniorsatacertainhighschool.
A) stratified B) random C) cluster D) convenience E) systematic
2) Everyfifthpersonboardingaplaneissearchedthoroughly.
A) systematic B) random C) cluster D) convenience E) stratified
3) Atalocalcommunitycollege,fivestatisticsclassesarerandomlyselectedoutof20andallofthestudentsfrom
eachclassareinterviewed.
A) cluster B) random C) convenience D) systematic E) stratified
4) Aresearcherrandomlyselectsandinterviewsfiftymaleandfiftyfemaleteachers.
A) stratified B) random C) cluster D) convenience E) systematic
5) Aresearcherforanairlineinterviewsallofthepassengersonfiverandomlyselectedflights.
A) cluster B) random C) convenience D) systematic E) stratified
6) Acommunitycollegestudentinterviewseveryoneinastatisticsclasstodeterminethepercentageofstudents
thatownacar.
A) convenience B) random C) cluster D) systematic E) stratified
7) Basedon11,000responsesfrom48,000 questionnairessenttoitsalumni,amajoruniversityestimatedthatthe
annualsalaryofitsalumniwas$118,000peryear.
A) random B) stratified C) cluster D) convenience E) systematic
8) Inarecenttelevisionsurvey,participantswereaskedtoanswerʺyesʺorʺnoʺtothequestionʺAreyouinfavor
ofthedeathpenalty?ʺSixthousandfivehundredrespondedʺyesʺwhile5100respondedʺnoʺ.Therewasa
fifty–centchargeforthecall.
A) convenience B) random C) cluster D) stratified E) systematic
9) Alobbyistforamajorairspacefirmassignsanumbertoeachlegislatorandthenusesacomputertorandomly
generatetennumbers.Thelobbyistcontactsthelegislatorscorrespondingtothesenumbers.
A) random B) convenience C) cluster D) stratified E) systematic
10) Toensurecustomersatisfaction,every5thphonecallreceivedbycustomerservicewillbemonitored.
A) systematic B) random C) cluster D) stratified E) convenience
11) Amarketresearcherrandomlyselects100driversunder45 yearsofageand200driversover45 yearsofage.
A) stratified B) random C) cluster D) convenience E) systematic
12) Toavoidworkinglate,thequalitycontrolmanagerinspectsthelast10itemsproducedthatday.
A) convenience B) random C) cluster D) stratified E) systematic
13) Thenamesof70contestantsarewrittenon70cards.Thecardsareplacedinabag,andthreenamesarepicked
fromthebag.
A) random B) stratified C) cluster D) convenience E) systematic
14) Aresearcherrandomlyselected50ofthenationʹsmiddleschoolsandinterviewedalloftheteachersateach
school.
A) cluster B) random C) stratified D) convenience E) systematic
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SHORTANSWER.Writethewordorphrasethatbestcompleteseachstatementoranswersthequestion.
Provideanappropriateresponse.
15) Afterahurricane,adisasterareaisdividedinto200equalgrids.Thirtyofthegridsareselectedandevery
occupiedhouseholdinthegridisinterviewedtohelpfocusreliefefforts.Selectthenumbersofthefirstfive
gridsthatbelongtotheclustersample.
16348 76938 90169 51392 55887 71015 09209 79157
16) Thereare750incomingfreshmenattendingauniversitythisfall.Aresearcherwishestosendquestionnairesto
asampleof30ofthemtocompleteregardingtheirdrinkinghabits.Selectthenumbersofthefirstfive
freshmenwhobelongtothesimplerandomsample.
16348 76938 90169 51392 55887 71015 09209 79157
17) Acollegeemploys85facultymembers.Withoutreplacement,selectthenumbersofthefivememberswhowill
serveonthetenurecommitteenextyear.
16348 76938 90169 51392 55887 71015 09209 79157
18) Ofthe5000outpatientsreleasedfromalocalhospitalinthepastyear,onehundredwerecontactedandasked
theiropiniononthecaretheyreceived.Selectthefirstfivepatientswhobelongtothesimplerandomsample.
16348 76938 90169 51392 55887 71015 09209 79157
MULTIPLECHOICE.Choosetheonealternativethatbestcompletesthestatementoranswersthequestion.
Determinewhetheryouwouldtakeacensusoruseasampling.Ifyouwoulduseasampling,decidewhatsampling
techniqueyouwoulduse.
19) Theaverageageofthe80residentsofanassistedlivingcenter.
A) census B) randomsampling C) stratifiedsampling D) clustersampling
4 Concepts
SHORTANSWER.Writethewordorphrasethatbestcompleteseachstatementoranswersthequestion.
Provideanappropriateresponse.
1) Explainthedifferencesbetweenclustersamplingandstratifiedsampling.
2) Explainthedifferencebetweenacensusandasamplinganddescribetheadvantagesanddisadvantagesof
each.
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Ch.1 IntroductiontoStatistics
AnswerKey
1.1 AnOverviewofStatistics
1 DistinguishBetweenaPopulationandaSample
2 DistinguishBetweenaParameterandaStatistic
3 DistinguishBetweenDescriptiveStatisticsandInferentialStatistics
4 Concepts
1.2 DataClassification
1 DistinguishBetweenQualitativeandQuantitativeData
2 ClassifyDatawithRespecttotheFourLevelsofMeasurement
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3 Concepts
1.3 DataCollectionandExperimentalDesig
n
1 DecideWhetherStudyisObservationalStudyorExperiment
2 IdentifyaBiasedSample
3 IdentifySamplingTechniques
4Concepts
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