Table Of Content

HandbookofDataVisualization Chun-houh Chen Wolfgang Härdle Antony Unwin Editors Handbook of Data Visualization WithFiguresandTables 123 Editors Dr.Chun-houhChen ProfessorWolfgangHärdle InstituteofStatisticalScience CASE–CenterforAppliedStatistics AcademiaSinica andEconomics AcademiaRoad,Section SchoolofBusinessandEconomics Taipei Humboldt-UniversitätzuBerlin Taiwan SpandauerStraße cchen@stat.sinica.edu.tw Berlin Germany haerdle@wiwi.hu-berlin.de ProfessorAntonyUnwin MathematicsInstitute UniversityofAugsburg Augsburg Germany unwin@math.uni-augsburg.de ISBN ---- e-ISBN ---- DOI ./---- LibraryofCongressControlNumber: ©Springer-VerlagBerlinHeidelberg hisworkissubjecttocopyright.Allrightsarereserved,whetherthewholeorpartofthematerialis concerned,specificallytherightsoftranslation,reprinting,reuseofillustrations,recitation,broadcasting, reproductiononmicrofilmorinanyotherway,andstorageindatabanks.Duplicationofthispublication orpartsthereofispermittedonlyundertheprovisionsoftheGermanCopyrightLawofSeptember, ,initscurrentversion,andpermissionforusemustalwaysbeobtainedfromSpringer.Violationsare liableforprosecutionundertheGermanCopyrightLaw. heuseofgeneraldescriptivenames,registerednames,trademarks,etc.inthispublicationdoesnotimply, evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevantprotectivelaws andregulationsandthereforefreeforgeneraluse. TypesettingandProduction:LE-TEXJelonek,Schmidt&VöcklerGbR,Leipzig,Germany Cover:deblik,Berlin,Germany Printedonacid-freepaper  springer.com Table of Contents I.DataVisualization I.1Introduction AntonyUnwin,Chun-houhChen,WolfgangK.Härdle..........................3 II.Principles II.1ABriefHistoryofDataVisualization MichaelFriendly..........................................................15 II.2GoodGraphics? AntonyUnwin............................................................57 II.3StaticGraphics PaulMurrell..............................................................79 II.4DataVisualizationThroughTheirGraphRepresentations GeorgeMichailidis.......................................................103 II.5Graph-theoreticGraphics LelandWilkinson........................................................121 II.6High-dimensionalDataVisualization Martinheus............................................................151 II.7MultivariateDataGlyphs:PrinciplesandPractice MatthewO.Ward........................................................179 II.8LinkedViewsforVisualExploration AdalbertWilhelm........................................................199 II.9LinkedDataViews GrahamWills...........................................................217 II.10VisualizingTreesandForests SimonUrbanek..........................................................243 VI TableofContents III.Methodologies III.1InteractiveLinkedMicromapPlotsfortheDisplay ofGeographicallyReferencedStatisticalData JürgenSymanzik,DanielB.Carr...........................................267 III.2GrandTours,ProjectionPursuitGuidedTours,andManualControls DianneCook,AndreasBuja,Eun-KyungLee,HadleyWickham................295 III.3MultidimensionalScaling MichaelA.A.Cox,TrevorF.Cox...........................................315 III.4HugeMultidimensionalDataVisualization:BacktotheVirtue ofPrincipalCoordinatesandDendrogramsintheNewComputerAge FrancescoPalumbo,DomenicoVistocco,AlainMorineau......................349 III.5MultivariateVisualizationbyDensityEstimation MichaelC.Minnotte,StephanR.Sain,DavidW.Scott........................389 III.6StructuredSetsofGraphs RichardM.Heiberger,BurtHolland........................................415 III.7RegressionbyParts: FittingVisuallyInterpretableModelswithGUIDE Wei-YinLoh ............................................................ 447 III.8StructuralAdaptiveSmoothing byPropagation–SeparationMethods JörgPolzehl,VladimirSpokoiny............................................471 III.9SmoothingTechniquesforVisualisation AdrianW.Bowman......................................................493 III.10DataVisualizationviaKernelMachines Yuan-chinIvanChang,Yuh-JyeLee,Hsing-KuoPao,Mei-HsienLee, Su-YunHuang...........................................................539 III.11VisualizingClusterAnalysisandFiniteMixtureModels FriedrichLeisch..........................................................561 III.12VisualizingContingencyTables DavidMeyer,AchimZeileis,KurtHornik...................................589 III.13MosaicPlotsandTheirVariants HeikeHofmann..........................................................617 III.14ParallelCoordinates:Visualization,Exploration andClassiicationofHigh-DimensionalData AlfredInselberg..........................................................643 III.15MatrixVisualization Han-MingWu,ShengLiTzeng,Chun-HouhChen............................681 III.16VisualizationinBayesianDataAnalysis JouniKerman,AndrewGelman,TianZheng,YuejingDing....................709 III.17ProgrammingStatisticalDataVisualizationintheJavaLanguage JunjiNakano,YoshikazuYamamoto,KeisukeHonda.........................725 III.18Web-BasedStatisticalGraphicsusingXMLTechnologies YoshiroYamamoto,MasayaIizuka,TomokazuFujino........................757 TableofContents VII IV.SelectedApplications IV.1VisualizationforGeneticNetworkReconstruction GraceS.Shieh,Chin-YuanGuo............................................793 IV.2Reconstruction,VisualizationandAnalysisofMedicalImages HenryHorng-ShingLu ................................................... 813 IV.3ExploratoryGraphicsofaFinancialDataset AntonyUnwin,Martinheus,WolfgangK.Härdle...........................831 IV.4GraphicalDataRepresentationinBankruptcyAnalysis WolfgangK.Härdle,RouslanA.Moro,DorotheaSchäfer......................853 IV.5VisualizingFunctionalDatawithanApplication toeBay’sOnlineAuctions WolfgangJank,GalitShmueli,CatherinePlaisant,BenShneiderman...........873 IV.6VisualizationToolsforInsuranceRiskProcesses KrzysztofBurnecki,RafałWeron...........................................899 List of Contributors AdrianW.Bowman Chun-houhChen UniversityofGlasgow AcademiaSinica DepartmentofStatistics InstituteofStatisticalScience UK Taiwan adrian@stats.gla.ac.uk cchen@stat.sinica.edu.tw AndreasBuja DianneCook UniversityofPennsylvania IowaStateUniversity StatisticsDepartment DepartmentofStatistics USA USA buja@wharton.upenn.edu dicook@iastate.edu KrzysztofBurnecki MichaelA.A.Cox WroclawUniversityofTechnology UniversityofNewcastleUponTyne InstituteofMathematics DivisionofPsychology andComputerScience SchoolofBiologyandPsychology Poland UK krzysztof.burnecki@gmail.com mike.cox@ncl.ac.uk DanielB.Carr TrevorF.Cox GeorgeMasonUniversity DataSciencesUnit CenterforComputationalStatistics UnileverR&DPortSunlight USA UK dcarr@gmu.edu trevor.cox@unilever.com Yuan-chinIvanChang YuejingDing AcademiaSinica ColumbiaUniversity InstituteofStatisticalScience DepartmentofStatistics Taiwan USA ycchang@stat.sinica.edu.tw yding@stat.columbia.edu X ListofContributors MichaelFriendly BurtHolland YorkUniversity TempleUniversity PsychologyDepartment DepartmentofStatistics Canada USA friendly@yorku.ca bholland@temple.edu KeisukeHonda TomokazuFujino GraduateUniversity FukuokaWomen’sUniversity forAdvancedStudies DepartmentofEnvironmentalScience Japan Japan khonda@ism.ac.jp fujino@fwu.ac.jp KurtHornik AndrewGelman WirtschatsuniversitätWien ColumbiaUniversity DepartmentofStatistics DepartmentofStatistics andMathematics USA Austria gelman@stat.columbia.edu Kurt.Hornik@wu-wien.ac.at Su-YunHuang Chin-YuanGuo AcademiaSinica AcademiaSinica InstituteofStatisticalScience InstituteofStatisticalScience Taiwan Taiwan syhuang@stat.sinica.edu.tw WolfgangK.Härdle MasayaIizuka Humboldt-UniversitätzuBerlin OkayamaUniversity CASE–CenterforAppliedStatistics GraduateSchoolofNaturalScience andEconomics andTechnology Germany Japan haerdle@wiwi.hu-berlin.de iizuka@ems.okayama-u.ac.jp AlfredInselberg RichardM.Heiberger TelAvivUniversity TempleUniversity SchoolofMathematicalSciences DepartmentofStatistics Israel USA aiisreal@post.tau.ac.il rmh@temple.edu WolfgangJank HeikeHofmann UniversityofMaryland IowaStateUniversity DepartmentofDecision DepartmentofStatistics andInformationTechnologies USA USA hofmann@iastate.edu wjank@rhsmith.umd.edu ListofContributors XI JouniKerman DavidMeyer NovartisPharmaAG WirtschatsuniversitätWien USA DepartmentofInformationSystems jouni.kerman@novartis.com andOperations Austria David.Meyer@wu-wien.ac.at Eun-KyungLee SeoulNationalUniversity GeorgeMichailidis DepartmentofStatistics UniversityofMichigan Korea DepartmentofStatistics gracesle@snu.ac.kr USA gmichail@umich.edu Yuh-JyeLee NationalTaiwanUniversity MichaelC.Minnotte ofScienceandTechnology UtahStateUniversity DepartmentofComputerScience DepartmentofMathematics andInformationEngineering andStatistics Taiwan USA yuh-jye@mail.ntust.edu.tw mike.minnotte@usu.edu Mei-HsienLee AlainMorineau NationalTaiwanUniversity LaRevueMODULAD InstituteofEpidemiology France Taiwan alain.morineau@modulad.fr RouslanA.Moro FriedrichLeisch Humboldt-UniversitätzuBerlin Ludwig-Maximilians-Universität InstitutfürStatistikundÖkonometrie InstitutfürStatistik Germany Germany rmoro@diw.de Friedrich.Leisch@stat.uni-muenchen.de PaulMurrell Wei-YinLoh UniversityofAuckland UniversityofWisconsin-Madison DepartmentofStatistics DepartmentofStatistics NewZealand USA paul@stat.auckland.ac.nz loh@stat.wisc.edu JunjiNakano HenryHorng-ShingLu heInstituteofStatisticalMathematics NationalChiaoTungUniversity andtheGraduateUniversity InstituteofStatistics forAdvancedStudies Taiwan Japan hslu@stat.nctu.edu.tw nakanoj@ism.ac.jp

Handbook of Data Visualization (Springer Handbooks of Computational Statistics) PDF

955 Pages·2008·33.32 MB·English

by Chun-houh Chen

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