统计学 computing 8页

SetDirectory"d:wolframresearchintroductiontostatistics"d:\wolframresearch\introductiontostatisticsANOVAüone-wayANOVA(P141)yImport"chap8.xlsx","Data",1,Path"D:wolframresearchintroductiontostatistics"商业区,居民小区,写字楼,410.,265.,180.,305.,310.,290.,450.,220.,330.,380.,290.,220.,310.,350.,170.,390.,300.,256.,590.,445.,290.,480.,480.,283.,510.,500.,260.,470.,430.,246.,415.,428.,275.,390.,530.,320.正态分布考察-PP图。TableProbabilityPloty2;;1,i,PlotLabely1,i,i,1,3商业区居民小区写字楼1.01.01.00.80.80.80.60.60.6,,0.40.40.40.20.20.20.00.00.00.00.20.40.60.81.00.00.20.40.60.81.00.00.20.40.60.81.0正态分布检验。TableJarqueBeraALMTesty2;;1,i,"TestData",i,1,30.447631,0.791863,1.35983,0.386501,0.923598,0.562518TableJarqueBeraALMTestLogy2;;1,i,"TestData",i,1,30.0218671,0.990723,1.11307,0.479899,2.23321,0.1965同方差检验。hMapVariance,Transposey2;;1,All6595.45,10458.4,2487.82hVarianceEquivalenceTestTransposey2;;1,All,"HypothesisTestData";h"TestDataTable",AllStatisticP-ValueBartlett5.088580.0785287Brown-Forsythe3.024920.0621958Conover7.814580.0200949Levene3.424950.0445073\n2computingII.nbhVarianceEquivalenceTestLogTransposey2;;1,All,"HypothesisTestData";h"TestDataTable",AllStatisticP-ValueBartlett1.897670.387193Brown-Forsythe1.348680.273517Conover4.431820.109054Levene1.722610.194272描述统计指标。GridPrependJoinMapList,y1,All,Tablestaty2;;1,i,i,1,3,stat,Length,Mean,StandardDeviation,2,"","obs","mean","se"obsmeanse商业区12425.81.2124居民小区12379.102.266写字楼12260.49.878均值误差图。msTablexy2;;1,i;Meanx,StandardDeviationx,i,1,3425.,81.2124,379.,102.266,260.,49.878msFlattenms,1425.,81.2124,379.,102.266,260.,49.878Needs"ErrorBarPlots`";ErrorListPlotms,AxesOrigin0,200,PlotRangeAll,TicksThread1,2,3,y1,All,Automatic500450400350300250商业区居民小区写字楼单因素方差分析。y2MapThready1,All,&,y2;;1,All;y2Flatteny2,1;y2TableFormNeeds"ANOVA`"Bonferroni,Tukey,StudentNewmanKeuls,Dunnett,Duncanmultiplecomparsiontest.\ncomputingII.nb3ANOVAy2,PostTestsStudentNewmanKeulsDFSumOfSqMeanSqFRatioPValueModel2174008.87004.13.35670.000056272ANOVA,Error33214958.6513.88Total35388966.All354.667Model写字楼260.CellMeans,Model商业区425.Model居民小区379.PostTestsModelStudentNewmanKeuls写字楼,商业区,写字楼,居民小区ütwo-wayANOVAyImport"chap8.xlsx","Data",2,,,竞争者数量（B）,,,,,,,0个,1个,2个,3个及以上,超市位置（A）,居民区,居民区,265.,290.,445.,430.,,,居民区,310.,350.,480.,428.,,,居民区,220.,300.,500.,530.,,商业区,商业区,410.,380.,590.,470.,,,商业区,305.,310.,480.,415.,,,商业区,450.,390.,510.,390.,,写字楼,写字楼,180.,220.,290.,246.,,,写字楼,290.,170.,283.,275.,,,写字楼,330.,256.,260.,320.Gridy,FrameAll竞争者数量（B）0个1个2个3个及以上超居民区居民区265.290.445.430.市位置（A）居民区310.350.480.428.居民区220.300.500.530.商业区商业区410.380.590.470.商业区305.310.480.415.商业区450.390.510.390.写字楼写字楼180.220.290.246.写字楼290.170.283.275.写字楼330.256.260.320.y2y2;;1,3;;1,0个,1个,2个,3个及以上,居民区,265.,290.,445.,430.,居民区,310.,350.,480.,428.,居民区,220.,300.,500.,530.,商业区,410.,380.,590.,470.,商业区,305.,310.,480.,415.,商业区,450.,390.,510.,390.,写字楼,180.,220.,290.,246.,写字楼,290.,170.,283.,275.,写字楼,330.,256.,260.,320.by21,2;;10个,1个,2个,3个及以上\n4computingII.nbThready22,1,b,y22,2;;1居民区,0个,265.,居民区,1个,290.,居民区,2个,445.,居民区,3个及以上,430.y3TableThready2i,1,b,y2i,2;;1,i,2,Lengthy2居民区,0个,265.,居民区,1个,290.,居民区,2个,445.,居民区,3个及以上,430.,居民区,0个,310.,居民区,1个,350.,居民区,2个,480.,居民区,3个及以上,428.,居民区,0个,220.,居民区,1个,300.,居民区,2个,500.,居民区,3个及以上,530.,商业区,0个,410.,商业区,1个,380.,商业区,2个,590.,商业区,3个及以上,470.,商业区,0个,305.,商业区,1个,310.,商业区,2个,480.,商业区,3个及以上,415.,商业区,0个,450.,商业区,1个,390.,商业区,2个,510.,商业区,3个及以上,390.,写字楼,0个,180.,写字楼,1个,220.,写字楼,2个,290.,写字楼,3个及以上,246.,写字楼,0个,290.,写字楼,1个,170.,写字楼,2个,283.,写字楼,3个及以上,275.,写字楼,0个,330.,写字楼,1个,256.,写字楼,2个,260.,写字楼,3个及以上,320.y4Flatteny3,1居民区,0个,265.,居民区,1个,290.,居民区,2个,445.,居民区,3个及以上,430.,居民区,0个,310.,居民区,1个,350.,居民区,2个,480.,居民区,3个及以上,428.,居民区,0个,220.,居民区,1个,300.,居民区,2个,500.,居民区,3个及以上,530.,商业区,0个,410.,商业区,1个,380.,商业区,2个,590.,商业区,3个及以上,470.,商业区,0个,305.,商业区,1个,310.,商业区,2个,480.,商业区,3个及以上,415.,商业区,0个,450.,商业区,1个,390.,商业区,2个,510.,商业区,3个及以上,390.,写字楼,0个,180.,写字楼,1个,220.,写字楼,2个,290.,写字楼,3个及以上,246.,写字楼,0个,290.,写字楼,1个,170.,写字楼,2个,283.,写字楼,3个及以上,275.,写字楼,0个,330.,写字楼,1个,256.,写字楼,2个,260.,写字楼,3个及以上,320.描述统计。afUniony4All,1bfUniony4All,2写字楼,商业区,居民区0个,1个,2个,3个及以上smatTablestatSelecty4,1i&&2j&All,3,i,af,j,bf,stat,Mean,StandardDeviation;smat2TableColumnsmati,j,i,Lengthaf,j,Lengthbf266.667215.333277.667280.333,,,,77.674543.189515.69537.2872388.333360.526.667425.265.313.333475.462.667,,,,,,,74.888843.58956.862440.926845.32.145527.838858.321GridPrependJoinMapList,af,smat2,2,Prependbf,"",Dividers2True,True0个1个2个3个及以上266.667215.333277.667280.333写字楼77.674543.189515.69537.2872388.333360.526.667425.商业区74.888843.58956.862440.9268265.313.333475.462.667居民区45.32.145527.838858.321\ncomputingII.nb5同方差检验。ytTableSelecty4,1i&&2j&All,3,i,af,j,bf;ytFlattenTableSelecty4,1i&&2j&All,3,i,af,j,bf,1;hVarianceEquivalenceTestyt,"HypothesisTestData";h"TestDataTable",AllStatisticP-ValueBartlett6.091510.867189Brown-Forsythe0.5280290.865105Conover3.404730.984225Levene1.483040.201994主效应。ClearA,B;ANOVAy4,A,B,A,B,PostTestsBonferroniDFSumOfSqMeanSqFRatioPValueA2174008.87004.24.55534.82287107ANOVAB3108662.36220.710.22260.0000847529,Error30106296.3543.19Total35388966.All354.667A写字楼260.A商业区425.A居民区379.CellMeans,B0个306.667B1个296.222B2个426.444B3个及以上389.333PostTestsABonferroni写字楼,商业区,写字楼,居民区,BBonferroni0个,2个,1个,2个,0个,3个及以上,1个,3个及以上交互作用\n6computingII.nbANOVAy4,A,B,AB,A,B,PostTestsBonferroniDFSumOfSqMeanSqFRatioPValueA2174008.87004.35.77146.31188108B3108662.36220.714.8920.0000110021ANOVA,AB647922.47987.073.283860.016749Error2458373.32432.22Total35388966.All354.667A写字楼260.A商业区425.A居民区379.B0个306.667B1个296.222B2个426.444B3个及以上389.333A写字楼B0个266.667A写字楼B1个215.333CellMeans,A写字楼B2个277.667A写字楼B3个及以上280.333A商业区B0个388.333A商业区B1个360.A商业区B2个526.667A商业区B3个及以上425.A居民区B0个265.A居民区B1个313.333A居民区B2个475.A居民区B3个及以上462.667PostTestsABonferroni写字楼,商业区,写字楼,居民区,BBonferroni0个,2个,1个,2个,0个,3个及以上,1个,3个及以上图形。mvTablei,j,MeanSelecty4,1i&&2j&All,3,i,af,j,bf写字楼,0个,266.667,写字楼,1个,215.333,写字楼,2个,277.667,写字楼,3个及以上,280.333,商业区,0个,388.333,商业区,1个,360.,商业区,2个,526.667,商业区,3个及以上,425.,居民区,0个,265.,居民区,1个,313.333,居民区,2个,475.,居民区,3个及以上,462.667alab2ThreadRange1,Lengthaf,afblab2ThreadRange1,Lengthbf,bf1,写字楼,2,商业区,3,居民区1,0个,2,1个,3,2个,4,3个及以上图例。\ncomputingII.nb7GridGraphicsDisk,ImageSize10,"0个",GraphicsCircle,ImageSize10,"1个",GraphicsRectangle,ImageSize10,"2个",GraphicsPolygon1,0,0,Sqrt3,1,0,ImageSize10,"3个以上",FrameTrue0个1个2个3个以上paegWithps7,GraphicsInsetGridGraphicsDisk,ImageSizeps,"0个",GraphicsCircle,ImageSizeps,"1个",GraphicsRectangle,ImageSizeps,"2个",GraphicsPolygon1,0,0,Sqrt3,1,0,ImageSizeps,"3个以上",FrameTrue,0.5,0.2,ImageSize100;paListPlotTransposemvAll,All,3,AxesOrigin0.5,150,JoinedTrue,PlotStyleDashed,PlotMarkersGraphicsDisk,0.03,GraphicsCircle,0.03,GraphicsRed,Rectangle,0.03,GraphicsRed,Polygon1,0,0,Sqrt3,1,0,0.03,Ticksalab2,Automatic,ImageSize300,EpilogInsetpaeg,1,450;Showpa5000个1个4502个4003个以上350300250200写字楼商业区居民区pbListPlotmvAll,All,3,AxesOrigin0,150,JoinedTrue,PlotStyleDashed,PlotMarkersGraphicsDisk,0.03,GraphicsCircle,0.03,GraphicsRed,Rectangle,0.03,Ticksblab2,Automatic,ImageSize300;pbegWithps7,GraphicsInsetGridGraphicsDisk,ImageSizeps,"居民区",GraphicsCircle,ImageSizeps,"商业区",GraphicsRed,Rectangle,ImageSizeps,"写字楼",FrameTrue,0.5,0.2,ImageSize100;\n8computingII.nbGraphicsRowpb,pbeg,Spacings0,ImageSize600500450400350居民区商业区300写字楼2502000个1个2个3个及以上