Excel for Statistics Thomas J. Quirk Meghan H. Quirk Howard F. Horton Excel 2016 for Environmental Sciences 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,Excel2016forEngineeringStatistics:AGuidetoSolvingPracticalProblems,Excel forStatistics.SpringerInternationalPublishingSwitzerland2016. T.J.Quirk,Excel2016forBusinessStatistics:AGuidetoSolvingPracticalProblems,Excelfor Statistics.SpringerInternationalPublishingSwitzerland2016. T.J.Quirk,M.Quirk,H.F.Horton,Excel2016forBiologicalandLifeSciencesStatistics:AGuideto SolvingPracticalProblems,ExcelforStatistics.SpringerInternationalPublishing2016. T.J.Quirk,M.Quirk,H.F.Horton,Excel2016forPhysicalSciencesStatistics:AGuidetoSolving PracticalProblems,ExcelforStatistics.SpringerInternationalPublishing2016. T.J.Quirk,E.Rhiney,Excel2016forMarketingStatistics:AGuidetoSolvingPracticalProblems, ExcelforStatistics.SpringerInternationalPublishingSwitzerland2016. T.J.Quirk,Excel2016forEducationalandPsychologicalStatistics:AGuidetoSolvingPractical Problems,ExcelforStatistics.SpringerInternationalPublishingSwitzerland2016. T.J.Quirk,Excel2016forSocialScienceStatistics:AGuidetoSolvingPracticalProblems,Excel forStatistics.SpringerInternationalPublishingSwitzerland2016. 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,J.Palmer-Schuyler,Excel2013forHumanResourceManagementStatistics:AGuideto SolvingPracticalProblems,ExcelforStatistics.SpringerInternationalPublishingSwitzerland2016. T.J.Quirk,S.Cummings,Excel2013forHealthServicesManagementStatistics:AGuidetoSolving PracticalProblems.ExcelforStatistics.SpringerInternationalPublishingSwitzerland2016. T.J.Quirk,M.Quirk,H.F.Horton,Excel2013forPhysicalSciencesStatistics:AGuidetoSolving PracticalProblems.ExcelforStatistics.SpringerInternationalPublishingSwitzerland2016. T.J.Quirk.Excel2013forEducationalandPsychologicalStatistics:AGuidetoSolvingPractical Problems,ExcelforStatistics.SpringerInternationalPublishingSwitzerland2015. T.J.Quirk,M.Quirk,H.F.Horton,Excel2013forBiologicalandLifeSciencesStatistics:AGuideto SolvingPracticalProblems,ExcelforStatistics.SpringerInternationalPublishingSwitzerland2015. T.J.Quirk,Excel2013forSocialScienceStatistics:AGuidetoSolvingPracticalProblems,Excel forStatistics.SpringerInternationalPublishingSwitzerland2015. T.J.Quirk,Excel2013forBusinessStatistics:AGuidetoSolvingPracticalProblems,Excelfor Statistics.SpringerInternationalPublishingSwitzerland2015. T.J.Quirk.Excel2013forEngineeringStatistics:AGuidetoSolvingPracticalProblems,Excel forStatistics.SpringerInternationalPublishingSwitzerland2015. T.J.Quirk,M.Quirk,H.F.Horton,Excel2013forEnvironmentalSciencesStatistics:AGuideto SolvingPracticalProblems,ExcelforStatistics.SpringerInternationalPublishingSwitzerland2015. AdditionalStatisticsbooksbyDr.TomQuirkthathavebeenpublishedbySpringer 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 • Meghan H. Quirk • Howard F. Horton Excel 2016 for Environmental Sciences Statistics A Guide to Solving Practical Problems ThomasJ.Quirk MeghanH.Quirk WebsterUniversity Bailey,CO,USA St.Louis,MO,USA HowardF.Horton Bailey,CO,USA ExcelforStatistics ISBN978-3-319-40056-3 ISBN978-3-319-40057-0 (eBook) DOI10.1007/978-3-319-40057-0 LibraryofCongressControlNumber:2016941687 ©SpringerInternationalPublishingSwitzerland2016 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 hereinorforanyerrorsoromissionsthatmayhavebeenmade. Printedonacid-freepaper ThisSpringerimprintispublishedbySpringerNature TheregisteredcompanyisSpringerInternationalPublishingAGSwitzerland 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. Isalutethemall,andIthankthemforhelping me to become a better teacher. Thomas J. Quirk We dedicate this book to all the newly inspired students emerging into the ranks of the various fields of science. Meghan H. Quirk and Howard F. Horton Preface Excel 2016 for Environmental Sciences Statistics: A Guide to Solving Practical Problems is intended for anyone looking to learn the basics of applying Excel’s powerfulstatisticaltoolstotheirsciencecoursesorworkactivities.Ifunderstand- ing statistics isn’t your strongest suit, if you are not especially mathematically inclined,orifyouarewaryofcomputers,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 practicalproblemsintheenvironmentalsciences. Excel is an easily available computer program for students, instructors, and managers.Itisalsoaneffectiveteachingandlearningtoolforquantitativeanalyses in environmental science courses. The powerful numerical computational ability andthegraphicalfunctionsavailableinExcelmakelearningstatisticsmucheasier than in years past. However, this is the first book to show Excel’s capabilities to moreeffectivelyteachsciencestatistics;italsofocusesexclusivelyonthistopicin anefforttorenderthesubjectmatternotonlyapplicableandpracticalbutalsoeasy tocomprehendandapply. Uniquefeaturesofthisbook: • This book is appropriate for use in any course in environmental sciences statistics (at both undergraduate and graduate levels) as well as for managers whowanttoimprovetheusefulnessoftheirExcelskills. • Includes 165 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. vii viii Preface • This book is a tool that can be used either by itself or along with any good statisticsbook. • 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. • Each chapter presents the steps needed to solve a practical environmental science problem using Excel. In addition, there are three practice problems at the end of each chapter so you can test your new knowledge of statistics. The answerstotheseproblemsappearinAppendixA. • A“PracticeTest”isgiveninAppendixBtotestyourknowledgeattheendofthe book.Theanswerstothesepracticalenvironmentalscienceproblemsappearin AppendixC. ThomasJ.Quirk,acurrentprofessorofmarketingattheGeorgeHerbertWalker School of Business and Technology at Webster University in St. Louis, Missouri (USA),teachesmarketingstatistics,marketingresearch,andpricingstrategies.He has published articles in the Journal of Educational Psychology, the Journal of EducationalResearch,theReviewofEducationalResearch,theJournalofEduca- tionalMeasurement,EducationalTechnology,theElementarySchoolJournal,the Journal of Secondary Education, Educational Horizons, and Phi Delta Kappan. Professor Quirk has published more than 20 articles in professional journals and presentedmorethan 20papersatprofessionalmeetings.Heholds aB.S. inmath- ematics from 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 Uni- versityofMissouri-St.Louis. Meghan H. Quirk holds both a Ph.D. in biological education and an M.A. in biologicalsciencesfromtheUniversityofNorthernColorado(UNC)andaB.A.in biologyandreligionatPrincipiaCollegeinElsah,Illinois.Shehasdoneresearchon foodweb dynamics at Wind Cave National Park in South Dakota and research in agro-ecologyinSouthernBelize.Shehascoauthoredanarticleonshortgrasssteppe ecosystems in Photochemistry and Photobiology and has presented papers at the Shortgrass Steppe Symposium in Fort Collins, Colorado, and at the Long-Term Ecological Research All Scientists Meeting in Estes Park, Colorado, and partici- pated in the NSF Site Review of the Shortgrass Steppe Long-Term Ecological Research in Nunn, Colorado. She was a National Science Foundation Fellow GK-12andcurrentlyteachesscienceinBailey,Colorado. Howard F. Horton holds an M.S. in biological sciences from the University of Northern Colorado (UNC) and a B.S. in biological sciences from Mesa State College. He has worked on research projects in Pawnee National Grassland; Preface ix Rocky Mountain National Park; Long-Term Ecological Research at Toolik Lake, Alaska;andWindCave,SouthDakota.Hehas coauthoredarticlesintheInterna- tionalJournalofSpeleologyandtheJournalofCaveandKarstStudies.Hewasa NationalScienceFoundationFellowGK-12andadistrictwildlifemanagerwiththe Colorado Division of Parks and Wildlife. He is currently the angler outreach coordinatorwiththeColoradoParksandWildlife(USA). St.Louis,MO ThomasJ.Quirk Bailey,CO MeghanH.Quirk Bailey,CO HowardF.Horton