Excel for Statistics Thomas J. Quirk Eric Rhiney Excel 2016 for Advertising Statistics A Guide to Solving Practical Problems Excel for Statistics ExcelforStatisticsisaseriesoftextbooksthatexplainhowtouseExceltosolve statisticsproblemsinvariousfieldsofstudy.Professors,students,andpractitioners will findthesebooksteachhow tomakeExcel work best intheir respective field. Applications include any discipline that uses data and can benefit from the power andsimplicityofExcel.Bookscoverallthestepsforrunningstatisticalanalysesin Excel 2016, Excel 2013, Excel 2010 and Excel 2007. The approach also teaches critical statistics skills, making the books particularly applicable for statistics coursestaughtoutsideofmathematicsorstatisticsdepartments. Serieseditor:ThomasJ.Quirk Thefollowingbooksareinthisseries: T.J. Quirk, E. Rhiney, Excel 2016 for Advertising Statistics: A Guide to Solving Practical Problems,ExcelforStatistics.SpringerInternationalPublishingSwitzerland2017 T.J. Quirk, S. Cummings, Excel 2016 forSocial Work Statistics: A Guide to Solving Practical Problems,ExcelforStatistics.SpringerInternationalPublishingAG2017. T.J. Quirk, E. Rhiney, Excel 2016 for Marketing Statistics: A Guide to Solving Practical Problems,ExcelforStatistics.SpringerInternationalPublishingSwitzerland2016. T.J.Quirk,Excel2016forBusinessStatistics:AGuidetoSolvingPracticalProblems,Excelfor Statistics.SpringerInternationalPublishingSwitzerland2016. T.J.Quirk,Excel2016forEngineeringStatistics:AGuidetoSolvingPracticalProblems,Excel forStatistics.SpringerInternationalPublishingSwitzerland2016. T.J.Quirk,M.Quirk,H.F.Horton,Excel2016forBiologicalandLifeSciencesStatistics:AGuide toSolvingPracticalProblems,ExcelforStatistics.SpringerInternationalPublishing2016. T.J.Quirk.Excel2016forEducationalandPsychologicalStatistics:AGuidetoSolvingPractical Problems,ExcelforStatistics.SpringerInternationalPublishingSwitzerland2016. T.J.Quirk,Excel2016forSocialScienceStatistics:AGuidetoSolvingPracticalProblems,Excelfor Statistics.SpringerInternationalPublishingSwitzerland2016. T.J.Quirk,M.Quirk,H.F.Horton,Excel2016forPhysicalSciencesStatistics:AGuidetoSolving PracticalProblems,ExcelforStatistics.SpringerInternationalPublishing2016. T.J.Quirk,S.Cummings,Excel2016forHealthServicesManagementStatistics:AGuidetoSolving PracticalProblems.ExcelforStatistics.SpringerInternationalPublishingSwitzerland2016. T.J.Quirk,J.Palmer-Schuyler,Excel2016forHumanResourceManagementStatistics:AGuideto SolvingPracticalProblems,ExcelforStatistics.SpringerInternationalPublishingSwitzerland2016. T.J.Quirk,M.Quirk,H.F.Horton.Excel2016forEnvironmentalSciencesStatistics:AGuideto SolvingPracticalProblems,ExcelforStatistics.SpringerInternationalPublishingSwitzerland2016. T.J.Quirk,M.Quirk,H.F.Horton,Excel2013forPhysicalSciencesStatistics:AGuidetoSolving PracticalProblems.ExcelforStatistics.SpringerInternationalPublishingSwitzerland2016. T.J.Quirk,S.Cummings,Excel2013forHealthServicesManagementStatistics:AGuidetoSolving PracticalProblems.ExcelforStatistics.SpringerInternationalPublishingSwitzerland2016. T.J.Quirk,J.Palmer-Schuyler,Excel2013forHumanResourceManagementStatistics:AGuideto SolvingPracticalProblems,ExcelforStatistics.SpringerInternationalPublishingSwitzerland2016. T.J.Quirk,Excel2013forBusinessStatistics:AGuidetoSolvingPracticalProblems,Excelfor Statistics.SpringerInternationalPublishingSwitzerland2015. T.J.Quirk,Excel2013forEngineeringStatistics:AGuidetoSolvingPracticalProblems.Excel forStatistics.SpringerInternationalPublishingSwitzerland2015. T.J.Quirk,M.Quirk,H.F.Horton,Excel2013forBiologicalandLifeSciencesStatistics:AGuideto SolvingPracticalProblems,ExcelforStatistics.SpringerInternationalPublishing2015. T.J.Quirk.Excel2013forEducationalandPsychologicalStatistics:AGuidetoSolvingPractical Problems,ExcelforStatistics.SpringerInternationalPublishingSwitzerland2015. T.J.Quirk,Excel2013forSocialScienceStatistics:AGuidetoSolvingPracticalProblems,Excel forStatistics.SpringerInternationalPublishingSwitzerland2015. T.J.Quirk,M.Quirk,H.F.Horton,Excel2013forEnvironmentalSciencesStatistics:AGuideto SolvingPracticalProblems.ExcelforStatistics.SpringerInternationalPublishingSwitzerland2015. AdditionalStatisticsbooksbyDr.TomQuirkthathavebeenpublishedbySpringer T.J.Quirk,Excel2010forBusinessStatistics:AGuidetoSolvingPracticalProblems.Springer Science+BusinessMedia2011. T.J.Quirk,Excel2010forEngineeringStatistics:AGuidetoSolvingPracticalProblems.Springer InternationalPublishingSwitzerland2014. T.J. Quirk, S. Cummings, Excel 2010 for Health Services Management Statistics: A Guide to SolvingPracticalProblems.SpringerInternationalPublishingSwitzerland2014. T.J.Quirk,M.Quirk,H.Horton,Excel2010forPhysicalSciencesStatistics:AGuidetoSolving PracticalProblems.SpringerInternationalPublishingSwitzerland2013. T.J.Quirk,M.Quirk,H.F.Horton,Excel2010forBiologicalandLifeSciencesStatistics:AGuide toSolvingPracticalProblems.SpringerScience+BusinessMediaNewYork2013. T.J.Quirk,M.Quirk,H.F.Horton,Excel2007forBiologicalandLifeSciencesStatistics:AGuide toSolvingPracticalProblems.SpringerScience+BusinessMediaNewYork2013. T.J. Quirk, Excel 2010 for Social Science Statistics: A Guide to Solving Practical Problems. SpringerScience+BusinessMediaNewYork2012. T.J.Quirk,Excel2010forEducationalandPsychologicalStatistics:AGuidetoSolvingPractical Problems.SpringerScience+BusinessMediaNewYork2012. T.J.Quirk,Excel2007forBusinessStatistics:AGuidetoSolvingPracticalProblems.Springer Science+BusinessMediaNewYork2012. T.J. Quirk, Excel 2007 for Social Science Statistics: A Guide to Solving Practical Problems. SpringerScience+BusinessMediaNewYork2012. T.J.Quirk,Excel2007forEducationalandPsychologicalStatistics:AGuidetoSolvingPractical Problems.SpringerScience+BusinessMediaNewYork2012. Moreinformationaboutthisseriesathttp://www.springer.com/series/13491 Thomas J. Quirk • Eric Rhiney Excel 2016 for Advertising Statistics A Guide to Solving Practical Problems ThomasJ.Quirk EricRhiney ProfessorofMarketing AssociateProfessorofMarketing WebsterUniversity WebsterUniversity St.Louis,MO,USA St.Louis,MO,USA ExcelforStatistics ISBN978-3-319-72103-3 ISBN978-3-319-72104-0 (eBook) https://doi.org/10.1007/978-3-319-72104-0 LibraryofCongressControlNumber:2017959762 ©SpringerInternationalPublishingAG2017 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartof the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilarmethodologynowknownorhereafterdeveloped. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publicationdoesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexempt fromtherelevantprotectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthorsandtheeditorsaresafetoassumethattheadviceandinformationinthis book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, express or implied, with respect to the material contained hereinor for anyerrors oromissionsthat may havebeenmade. Thepublisher remainsneutralwith regardtojurisdictionalclaimsinpublishedmapsandinstitutionalaffiliations. Printedonacid-freepaper ThisSpringerimprintispublishedbySpringerNature TheregisteredcompanyisSpringerInternationalPublishingAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Thisbookisdedicatedtothemorethan3,000 studentsIhavetaughtatWebsterUniversity’s campuses in St. Louis, London, and Vienna; the students at Principia College in Elsah, Illinois; and the students at the Cooperative State University of Baden-Wuerttemberg in Heidenheim, Germany. These students taught me a great deal about the art of teaching. I salute them all, and I thank them for helping me to become a better teacher. Thomas J. Quirk I would like to dedicate this work to my beautiful and patient wife, Tachelle, and my kids, Anaya, Haley, and Joshua. They all managed to make do when I have to work from home. I would also like to recognize my mother, Vera Rhiney, and my mother-in-law, AngelicaCleveland,whoconstantlystepinto provide support to me and my family. Eric Rhiney Preface Excel 2016 for Advertising Statistics: A Guide to Solving Practical Problems is intended for anyone looking to learn the basics of applying Excel’s powerful statistical tools to their advertising courses or work activities. If understanding statisticsisn’tyourstrongestsuit,youarenotespeciallymathematicallyinclined,or ifyouarewaryofcomputers,thenthisistherightbookforyou. Here you’ll learn how to use key statistical tests using Excel without being overpowered by the underlying statistical theory. This book clearly and methodi- cally shows and explains how to create and use these statistical tests to solve practicalproblemsinadvertising. Excelisaneasilyavailablecomputerprogramforstudents,instructors,andman- agers. It is also an effective teaching and learning tool for quantitative analyses in advertisingcourses.Thepowerfulnumericalcomputationalabilityandthegraphical functionsavailable in Excelmakelearning statisticsmuch easier than in years past. However,thisisthefirstbooktoshowExcel’scapabilitiestomoreeffectivelyteach advertisingstatistics;italsofocusesexclusivelyonthistopicinanefforttorenderthe subjectmatternotonlyapplicableandpracticalbutalsoeasytocomprehendandapply. Uniquefeaturesofthisbook: • ThisbookisappropriateforuseinanycourseinAdvertisingStatistics(atboth undergraduateandgraduatelevels)aswellasformanagerswhowanttoimprove theusefulnessoftheirExcelskills. • Includes 167 color screenshots so that you can be sure you are performing the Excelstepscorrectly. • Youwillbetoldeachstepoftheway,notonlyhowtouseExcelbutalsowhyyou are doing each step so that you can understand what you are doing, and not merelylearnhowtousestatisticaltestsbyrote. • Includes specific objectives embedded in the text for each concept, so you can knowthepurposeoftheExcelsteps. • This book is a tool that can be used either by itself or along with any good statisticsbook. vii viii Preface • Statisticaltheoryandformulasareexplainedinclearlanguagewithoutbogging youdowninmathematicalfinepoints. • YouwilllearnbothhowtowritestatisticalformulasusingExcelandhowtouse Excel’sdrop-downmenusthatwillcreatetheformulasforyou. • ThisbookdoesnotcomewithaCDofExcelfileswhichyoucanuploadtoyour computer.Instead,you’llbeshownhowtocreateeachExcelfileyourself.Ina work situation, your colleagues will not give you an Excel file; you will be expected to create your own. This book will give you ample practice in devel- opingthisimportantskill. • Eachchapterpresentsthestepsneededtosolveapracticaladvertisingproblem using Excel. In addition, there are three practice problems at the end of each chaptersoyoucan testyournewknowledgeofstatistics.Theanswerstothese problemsappearinAppendixA. • A“Practice Test”is given inAppendix Bto test yourknowledge at the end of the book. The answers to these practical advertising problems appear in AppendixC. Thomas J. Quirk is currently a Professor of Marketing in the Walker School of Business&TechnologyatWebsterUniversityinSt.Louis,Missouri(USA),where he teaches marketing statistics, marketing research, and pricing strategies. He has published articles in The Journal of Educational Psychology, Journal of Educa- tional Research, Review of Educational Research, Journal of Educational Mea- surement, Educational Technology, The Elementary School Journal, Journal of Secondary Education, Educational Horizons, and Phi Delta Kappan. Professor Quirk has published more than 20 articles in professional journals and presented morethan20papersatprofessionalmeetings.HeholdsaB.S.inmathematicsfrom John Carroll University, both an M.A. in education and a Ph.D. in educational psychology from Stanford University, and an M.B.A. from the University of Missouri-St.Louis. Prof.EricRhineyiscurrentlyanAssociateProfessorofMarketingintheWalker School of Business & Technology at Webster University in St. Louis, Missouri (USA)whereheteachesresearchdesign,marketingresearch,andmarketingstrat- egies. He holds a B.S.B.A. with an emphasis in marketing from the University of CentralMissouri,anM.B.A.withanemphasisinmarketingfromWebsterUniver- sity,andaPh.D.inmarketingandinternationalbusinessfromSt.LouisUniversity. Hedidmarketingresearchprofessionallyforover10yearsengaginginresearchfor companiessuchasPizzaHut,Monsanto,Chrysler,andHardee’s.Heisinvolvedin anumberofquantitativeresearchstudiesfocusedonin-groupout-grouporientation onconsumerattitudes,digitalmarketingbehavior,andcross-culturalmarketingand has presented his work at a number of conferences including the American Mar- keting Association, the International Business Association, and the Marketing ManagementAssociationandtheUniversityofMissouri-St.LouisDigitalMarket- ingConference. St.Louis,MO ThomasJ.Quirk EricRhiney Acknowledgments Excel2016forAdvertisingStatistics:AGuidetoSolvingPracticalProblemsisthe result ofinspiration from three important people: my two daughters and mywife. JenniferQuirkMcLaughlininvitedmetovisitherM.B.A.classesseveraltimesat the University of Witwatersrand in Johannesburg, South Africa. These visits to a first-rate M.B.A. program convinced me there was a need for a book to teach students how to solve practical problems using Excel. Meghan Quirk-Horton’s dogged dedication to learning the many statistical techniques needed to complete herPh.D.dissertationillustratedtheneedforastatisticsbookthatwouldmakethis daunting task more user-friendly. And LynneBuckley-Quirk was the number-one cheerleaderforthisprojectfromthebeginning,alwaysencouragingmeandhelping meremaindedicatedtocompletingit. ThomasJ.Quirk I would like to acknowledge Tom Quirk, who not only as a former professor of mine but also as a wonderful colleague has always been a fantastic mentor con- stantly encouraging me. Furthermore, I would like to acknowledge the St. Louis University(SLU)Ph.D.ProgramaswellasSLUandWebsterUniversityadminis- trators,facultycolleagues,andstaff.YouallarealwaysthereformeandIcouldnot askforabetterworkfamily. EricRhiney Mike Penn, our Editor at Springer, caught the spirit of this idea in our first communication and shepherded this book through the idea stages until it reached its final form. His encouragement and support were vital to this book seeing the light of day. We thank him for being such an outstanding product champion throughoutthisprocess. ix Contents 1 SampleSize,Mean,StandardDeviation,andStandard ErroroftheMean. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 1.1 Mean. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 1.2 StandardDeviation. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2 1.3 StandardErroroftheMean. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 1.4 SampleSize,Mean,StandardDeviation,andStandard ErroroftheMean. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4 1.4.1 UsingtheFill/Series/ColumnsCommands. . . . . . . . . . . . 4 1.4.2 ChangingtheWidthofaColumn. . . . . . . . . . . . . . . . . . . 6 1.4.3 CenteringInformationinaRangeofCells. . . . . . . . . . . . 7 1.4.4 NamingaRangeofCells. . . . . . . . . . . . . . . . . . . . . . . . . 8 1.4.5 FindingtheSampleSizeUsingthe¼COUNT Function. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 10 1.4.6 FindingtheMeanScoreUsingthe¼AVERAGE Function. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 10 1.4.7 FindingtheStandardDeviationUsingthe¼STDEV Function. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 11 1.4.8 FindingtheStandardErroroftheMean. . . . . . . . . . . . . . 11 1.5 SavingaSpreadsheet. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 13 1.6 PrintingaSpreadsheet. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 15 1.7 FormattingNumbersinCurrencyFormat (TwoDecimalPlaces). . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 16 1.8 FormattingNumbersinNumberFormat (ThreeDecimalPlaces). .. . . . .. . . . .. . . .. . . . .. . . . .. . . . .. 18 1.9 End-of-ChapterPracticeProblems. . . . . . . . . . . . . . . . . . . . . . . . 18 References. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 22 2 RandomNumberGenerator. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 23 2.1 CreatingFrameNumbersforGeneratingRandomNumbers. . . . . 23 2.2 CreatingRandomNumbersinanExcelWorksheet. . . . . . . . . . . 27 xi