EssentialsVofVStatisticsVforVBusinessV&VEconomicsV9thVEditionVbyVDavid
VR.VAnderson,VDennisVJ.VSweeney,VThomasVA.VWilliams,VJeffreyVD.VCa
mm,VJamesVJ.VCochran
ChapterV1
DataVandVStatistics
LearningVObjectives
1. ObtainVanVappreciationVforVtheVbreadthVofVstatisticalVapplicationsVinVbusine
ssVandVeconomics.
2. UnderstandVtheVmeaningVofVtheVtermsVelements,Vvariables,VandVobservationsVasVth
eyVareVusedVinVstatistics.
3. ObtainVanVunderstandingVofVtheVdifferenceVbetweenVcategorical,Vquantitative,Vc
ross-Vsectional,VandVtime-seriesVdata.
4. LearnVaboutVtheVsourcesVofVdataVforVstatisticalVanalysisVbothVinternalVandVexterna
lVtoVtheVfirm.
5. BeVawareVofVhowVerrorsVcanVariseVinVdata.
6. KnowVtheVmeaningVofVdescriptiveVstatisticsVandVstatisticalVinference.
7. BeVableVtoVdistinguishVbetweenVaVpopulationVandVaVsample.
8. UnderstandVtheVroleVaVsampleVplaysVinVmakingVstatisticalVinferencesVaboutVtheVpopulatio
n.
9. KnowVtheVmeaningVofVtheVtermVdataVmining.
10. BeVawareVofVethicalVguidelinesVforVstatisticalVpractice.
Solutions:
1. StatisticsVcanVbeVreferredVtoVasVnumericalVfacts.VInVaVbroaderVsense,VstatisticsVisVtheVfiel
dVof
©V2019VCengageVLearning.VAllVRightsVReserved.VMayVnotVbeVscanned,VcopiedVorVduplicated,VorVpostedVtoVaVpubliclyVaccessibleVwe
bsite,VinVwholeVorVinVpart.
, studyVdealingVwithVtheVcollection,Vanalysis,VpresentationVandVinterpretationVofVdata.
2. a.V V TheV10VelementsVareVtheV10VtabletVcomputers
b. FiveV variables:VCostV($),VOperatingVSystem,VDisplayVSizeV(inches),VBattery
VLifeV(hours),VandVCPUVManufacturer
c CategoricalVvariables: OperatingVSystemVandVCPUVManufacturer
QuantitativeVvariables: CostV($),VDisplayVSizeV(inches),VandVBatteryVLifeV(hours)
d.
Variable MeasurementVScale
CostV($) Ratio
OperatingVsystem Nominal
DisplayVsizeV(inches) Ratio
BatteryVlifeV(hours) Ratio
CPUVmanufacturer Nominal
3. a.V V AverageVcostV=V5829/10V=V$582.90
b. AverageVcostVwithVaVWindowsVoperatingVsystemV=V3616/5V=V$7
23.20VAverageVcostVwithVanVAndroidVoperatingVsystemV=V1,714/
4V=V$428.5VTheVaverageVcostVwithVaVWindowsVoperatingVsyste
mVisVmuchVhigher.
c. TenVofV10VorV20%VuseVaVCPUVmanufacturedVbyVTIVOMAP
d. FourVofV10VorV40%VuseVanVAndroidVoperatingVsystem
4. a.V ThereVareVeightVelementsVinVthisVdataVset;VeachVelementVcorrespondsVtoVoneVofV
theVeightVmodelsVofVcordlessVtelephones.
b. CategoricalVvariables:VVoiceVQualityVandVHandsetVonVBase
©V2019VCengageVLearning.VAllVRightsVReserved.VMayVnotVbeVscanned,VcopiedVorVduplicated,VorVpostedVtoVaVpubliclyVaccessibleVwe
bsite,VinVwholeVorVinVpart.
, QuantitativeVvariables:VPrice,VOverallVScore,VandVTalkVTime
c. Price:VratioVmeasurement
OverallVscore:VintervalVmeasurementVV
oiceVquality:VordinalVmeasurementVHan
dsetVonVbase:VnominalVmeasurementVTal
kVtime:VratioVmeasurement
5. a.V V AverageVpriceV=V545/8V=V$68.13
b. AverageVtalkVtimeV=V71/8V=V8.875Vhours
c. PercentageVratedVExcellent: 2VofV8,V2/8V=V.25,VorV25%
6. a.V V Categorical
b. Quantitative
c. Categorical
d. Quantitative
e. Quantitative
7. a.V V BecauseVthereVareVfiveVchoices,VtheVresponseVisVaVcategoricalVresponse.
b. TheVfiveVresponsesVareVtheVlabelsVforVtheVcustomerVresponses.VAVnominalVscaleVi
sVbeingVused.
8. a.V V 762
b. Categorical
c. Percentages
d. .67(762)V=V510.54
510VorV511VrespondentsVsaidVtheyVwantVtheVamendmentVtoVpass.
9. a.V V TheVpopulationVisVemployedVindividualsVinVtheVUnitedVStatesVagedV25–29.
©V2019VCengageVLearning.VAllVRightsVReserved.VMayVnotVbeVscanned,VcopiedVorVduplicated,VorVpostedVtoVaVpubliclyVaccessibleVwe
bsite,VinVwholeVorVinVpart.
, b. HaveVyouVearnedVaVbachelor’sVdegreeV(orVhigher)?
c. BecauseVtheVresponseVisVyesVorVno,VtheVresponseVisVcategorical.
10. a.V V Categorical
b. Percentages
c. 44VofV1080Vrespondents,VapproximatelyV4%,VstronglyVagreeVwithVallowingVdriv
ersVofVmotorVvehiclesVtoVtalkVonVaVhand-heldVcellVphoneVwhileVdriving.
d. 165VofVtheV1,080VrespondentsVorV15%VofVsaidVtheyVsomewhatVdisagreeVandV741
VorV69%VsaidVtheyVstronglyVdisagree.VThus,VthereVdoesVnotVappearVtoVbeVgenera
lVsupportVforVallowingVdriversVofVmotorVvehiclesVtoVtalkVonVaVhand-
heldVcellVphoneVwhileVdriving.
11. a.V V SinceVtheseVareVyears,Vcategorical.
b. .53(1,503)V=V796.59VorVapproximatelyV797
c. .10(1,503)V=V150.3VorVapproximatelyV150
12. a.V V TheVpopulationVisVallVvisitorsVcomingVtoVtheVstateVofVHawaii.
b. BecauseVairlineVflightsVcarryVtheVvastVmajorityVofVvisitorsVtoVtheVstate,VtheVuseVo
fVquestionnairesVforVpassengersVduringVincomingVflightsVisVaVgoodVwayVtoVreach
VthisVpopulation.VTheVquestionnaireVactuallyVappearsVonVtheVbackVofVaVmandator
yVplantsVandVanimalsVdeclarationVformVthatVpassengersVmustVcompleteVduringVthe
VincomingVflight.VAVlargeVpercentageVofVpassengersVcompleteVtheVvisitorVinforma
tionVquestionnaire.
c. QuestionsV1VandV4VprovideVquantitativeVdataVindicatingVtheVnumberVofVvisitsVa
ndVtheVnumberVofVdaysVinVHawaii.VQuestionsV2VandV3VprovideVcategoricalVdata
VindicatingVtheVcategoriesVofVreasonVforVtheVtripVandVwhereVtheVvisitorVplansVt
oVstay.
13. a.V V FacebookVworldwideVadvertisingVrevenue.
©V2019VCengageVLearning.VAllVRightsVReserved.VMayVnotVbeVscanned,VcopiedVorVduplicated,VorVpostedVtoVaVpubliclyVaccessibleVwe
bsite,VinVwholeVorVinVpart.