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Win with Advanced Business Analytics Creating Business Value from Your Data PDF

418 Pages·2012·3.9 MB·English
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Additional praise for Win with Advanced Business Analytics “JPIssonandJesseHarriottareoutstandingleadersinthisfield. Ifyouwantto succeedwithanalytics, youmustreadthis book!” —BrunoAziza,Vice Presidentof Marketing,SiSense, andcoauthor ofDrive Business Performance: Enabling a Culture ofIntelligent Execution “In today’s ultra-competitive world, leveraging analytics to help companies managetheirpathforwardisamust.WinwithAdvancedBusinessAnalyticsdoes agreatjobofprovidinganunderstandingofbusinessanalyticsandcreatinga frameworktobuildupon.Theauthorsbringgreatexperienceandknowledge tohelpexplain a criticaland complex topic.” —LarryFreed,CEO,ForeSee, andauthor of Managing Forward:How toMovefrom Measuring the Pastto Managing the Future “AtLifeCare,wearepassionateaboutusinganalyticstodriveinnovationand business growth. This book provides executives and managers with useful guidanceforusingbusinessanalyticstodriveresults.Irecommendreadingand applyingtheconceptsandframeworksofWinwithAdvancedBusinessAnalytics.” —Doug Klinger,CEO,LifeCare “WinwithAdvancedBusinessAnalyticsprovidesablueprintforhowanalyticscan impactthebottomlineofanorganizationandhelpsbusinessleadersmakethe most of their analytics investments. It’s a must-read in today’s big data environment.” —MichaelKrauss, @C LevelColumnist, Marketing News, andPresident, MarketStrategy Group “In today’s world, an analytical, data-driven approach to business is table stakes. Win with Advanced Business Analytics has been written for those of us who need an introduction or an update on the state-of-the-art/science. It is comprehensive and practical. It suggests approaches and concrete real-life solutions to complex business challenges while remaining nontechnical and funtoread. Agreat reference for today’s decision makers!” —Louis Gagnon,Chief Product andMarketing Officer,Yodle “Agreatoverviewofanalyticsandbestpracticesforthebusinessleader.Itwill beacriticalresourceforanyonelookingtogetthemostoutoftheiranalytics initiatives andis amust-read forboth newcomersand seasonedvets.” —RajAggarwal, CEO,Localytics ffirs 3September2012;12:54:2 “Finally, a book that provides straightforward, accessible, and proven approaches to dealing with the massive amount of information collected by companies.IssonandHarriottgivemanagerstheanalyticaltoolnotonlytosee the forestfrom thetrees butalso tocapitalize on thepicture.” —Stéphane Brutus, PhD, Professor, Department ofManagement, JohnMolson Schoolof Business, Concordia University “Business analytics focuses on developing new insights and understanding of business performance based on concrete data and statistical methods. This bookisagoodguidetohelpyoucompeteandwinwithadvancedanalytics.” —Jean-Marc Leger,President andCEO, LegerMarketing “WinwithAdvancedBusinessAnalyticsoffersthebusinessleaderaclearpathof howanalytics canimpact the organization.” —Joe Carvelli,CEO,Retail Ingenuity “Whether you work in marketing research, customer relationship manage- ment,socialmedia,customerexperiencemanagement,webanalytics,orhave touseall oftheseinputs indeveloping yourorganization’sstrategic planning efforts, this book will open your eyes. The authors present an integrated approach to customer and competitor information analysis. They define the domain, explain the disparate functions, give great and timely company examples, and tie it all together. Thisbook is certain tocause more than one companytoreorganize howit approachesanalytics.” —RogerBaran, Professor ofMarketing, DePaulUniversity “Retailisahighlycompetitiveindustry,andpartofoursuccessisduetohow weleveragebigdataandanalytics.WinwithAdvancedBusinessAnalyticsisakey resource for leaders looking to gain insight and direction regarding how data assets can beused toimpact thebottom line oftheirorganization.” —Scott Bracale, President,Tween Brands AgencyInc., d/b/aJustice “Thisbookisgreatformanagersandstudentswhowouldliketolearnhowto applyadvancedbusinessanalytics.Theconceptualframeworkandcasestudies presented here area must-read.” —Minha Hwang,PhD, Assistant Professor of Marketing, McGill University ffirs 3September2012;12:54:2 Win with Advanced Business Analytics ffirs 3September2012;12:54:2 WILEY& SAS BUSINESSSERIES TheWiley&SASBusinessSeriespresentsbooksthathelpsenior-levelmanagerswith theircriticalmanagementdecisions. TitlesintheWileyandSASBusinessSeriesinclude: Activity-Based Management for Financial Institutions: Driving Bottom-Line Results by Brent Bahnub Branded!HowRetailersEngageConsumerswithSocialMediaandMobilitybyBernieBrennan andLoriSchafer BusinessAnalyticsforCustomerIntelligencebyGertLaursen BusinessAnalyticsforManagers:TakingBusinessIntelligencebeyondReportingbyGertLaursen andJesperThorlund The Business Forecasting Deal: Exposing Bad Practices and Providing Practical Solutions by MichaelGilliland BusinessIntelligenceSuccessFactors:ToolsforAligningYourBusinessintheGlobalEconomyby OliviaParrRud CIOBestPractices:EnablingStrategicValuewithInformationTechnology,SecondEditionbyJoe Stenzel Connecting Organizational Silos: Taking Knowledge Flow Management to the Next Level with SocialMediabyFrankLeistner CreditRiskAssessment:TheNewLendingSystemforBorrowers,Lenders,andInvestorsbyClark AbrahamsandMingyuanZhang CreditRiskScorecards:DevelopingandImplementingIntelligentCreditScoringbyNaeemSiddiqi TheDataAsset:HowSmartCompaniesGovernTheirDataforBusinessSuccessbyTonyFisher Demand-DrivenForecasting:AStructuredApproachtoForecastingbyCharlesChase The Executive’s Guideto Enterprise Social MediaStrategy:How SocialNetworks Are Radically TransformingYourBusinessbyDavidThomasandMikeBarlow Executive’sGuidetoSolvencyIIbyDavidBuckham,JasonWahl,andStuartRose Fair Lending Compliance: Intelligence and Implications for Credit Risk Management by Clark R.AbrahamsandMingyuanZhang Foreign Currency Financial Reporting from Euros to Yen to Yuan: A Guide to Fundamental ConceptsandPracticalApplicationsbyRobertRowan InformationRevolution:UsingtheInformationEvolutionModeltoGrowYourBusinessbyJim Davis,GloriaJ.Miller,andAllanRussell ManufacturingBestPractices:OptimizingProductivityandProductQualitybyBobbyHull MarketingAutomation:PracticalStepstoMoreEffectiveDirectMarketingbyJeffLeSueur MasteringOrganizationalKnowledgeFlow:HowtoMakeKnowledgeSharingWorkbyFrank Leistner TheNewKnow:InnovationPoweredbyAnalyticsbyThorntonMay PerformanceManagement:IntegratingStrategyExecution,Methodologies,Risk,andAnalyticsby GaryCokins RetailAnalytics:TheSecretWeaponbyEmmettCox SocialNetworkAnalysisinTelecommunicationsbyCarlosAndreReisPinheiro StatisticalThinking:ImprovingBusinessPerformance,SecondEditionbyRogerW.Hoerland RonaldD.Snee TamingtheBigDataTidalWave:FindingOpportunitiesinHugeDataStreamswithAdvanced AnalyticsbyBillFranks TheValueofBusinessAnalytics:IdentifyingthePathtoProfitabilitybyEvanStubbs Visual Six Sigma: Making Data Analysis Lean by Ian Cox, Marie A Gaudard, Philip J. Ramsey,MiaL.Stephens,andLeoWright Formoreinformationonanyoftheabovetitles,pleasevisitwww.wiley.com. ffirs 3September2012;12:54:3 Win with Advanced Business Analytics Creating Business Value from Your Data Jean Paul Isson Jesse Harriott, PhD John Wiley & Sons, Inc. ffirs 3September2012;12:54:3 Coverimages: Architectureimage,ªMaciejNoskowski/iStockphoto; Piechartimage,ªAntonBalazh/iStockphoto Coverdesign: JohnWiley&Sons,Inc. Copyrightª2013byJeanPaulIssonandJesseHarriott,PhD.Allrightsreserved. PublishedbyJohnWiley&Sons,Inc.,Hoboken,NewJersey. PublishedsimultaneouslyinCanada. Nopartofthispublicationmaybereproduced,storedinaretrievalsystem,ortrans- mittedinanyformorbyanymeans,electronic,mechanical,photocopying,recording, scanning,orotherwise,exceptaspermittedunderSection107or108ofthe1976United StatesCopyrightAct,withouteitherthepriorwrittenpermissionofthePublisher,or authorizationthroughpaymentoftheappropriateper-copyfeetotheCopyright ClearanceCenter,Inc.,222RosewoodDrive,Danvers,MA01923,(978)750-8400, fax(978)646-8600,orontheWebatwww.copyright.com.RequeststothePublisherfor permissionshouldbeaddressedtothePermissionsDepartment,JohnWiley&Sons,Inc., 111RiverStreet,Hoboken,NJ07030,(201)748-6011,fax(201)748-6008,oronlineat http://www.wiley.com/go/permissions. LimitofLiability/DisclaimerofWarranty:Whilethepublisherandauthorhaveused theirbesteffortsinpreparingthisbook,theymakenorepresentationsorwarrantieswith respecttotheaccuracyorcompletenessofthecontentsofthisbookandspecifically disclaimanyimpliedwarrantiesofmerchantabilityorfitnessforaparticularpurpose.No warrantymaybecreatedorextendedbysalesrepresentativesorwrittensalesmaterials. Theadviceandstrategiescontainedhereinmaynotbesuitableforyoursituation.You shouldconsultwithaprofessionalwhereappropriate.Neitherthepublishernorauthor shallbeliableforanylossofprofitoranyothercommercialdamages,includingbutnot limitedtospecial,incidental,consequential,orotherdamages. Forgeneralinformationonourotherproductsandservicesorfortechnicalsupport, pleasecontactourCustomerCareDepartmentwithintheUnitedStatesat(800)762- 2974,outsidetheUnitedStatesat(317)572-3993orfax(317)572-4002. Wileypublishesinavarietyofprintandelectronicformatsandbyprint-on-demand. Somematerialincludedwithstandardprintversionsofthisbookmaynotbe includedine-booksorinprint-on-demand.IfthisbookreferstomediasuchasaCD orDVDthatisnotincludedintheversionyoupurchased,youmaydownloadthis materialathttp://booksupport.wiley.com.FormoreinformationaboutWileyproducts, visitwww.wiley.com. LibraryofCongressCataloging-in-PublicationData: Isson,JeanPaul,1971- Winwithadvancedbusinessanalytics:creatingbusinessvaluefromyourdata/Jean PaulIsson,JesseHarriott. p.cm. Includesindex. ISBN978-1-118-37060-5(cloth);ISBN978-1-118-41708-9(ebk.); ISBN978-1-118-42051-5(ebk.);ISBN978-1-118-43428-4(ebk.) 1. Businessplanning. 2. Industrialmanagement—Statisticalmethods. I. Harriott,Jesse. II. Title. HD30.28.I832013 658.40038—dc23 2012026662 PrintedintheUnitedStatesofAmerica 10 9 8 7 6 5 4 3 2 1 ffirs 3September2012;12:54:3 I dedicate this book to Roxane, my daughter, who, despite her young age, was old enough to understand that I was not available as usual and managed to keep busy with her own stuff, giving me time to write. Daddy is finished writing and hopes when you will read this book you will be proud of your patience. A special thanks to Nathalie, who is always supporting me 100 percent in all I do. Thanks, Nat, for being there with our lovely daughter. —JP Isson I dedicate this book to my wife, Evelyn, for all her love, support, and great feedback during the writing of each chapter and to my wonderful young children, Jesse and Eva, for their patience and understanding while Daddy sat in front of a computer for days at a time. —Jesse Harriott ffirs 3September2012;12:54:3 ffirs 3September2012;12:54:3

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Plain English guidance for strategic business analytics and big data implementation In todays challenging economy, business analytics and big data have become more and more ubiquitous. While some businesses dont even know where to start, others are struggling to move from beyond basic reporting. In
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