statistica全套教程包括数据挖掘

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1、BASICSTATISTICSANDTABLES3BasicStatisticsandTables--DescriptiveStatistics3BasicStatisticsandTables--CorrelationMatrices5BasicStatisticsandTables--t-Test,Independent,byGroups6BasicStatisticsandTables--t-TestforIndependentSamples,byVariables9BasicStatisticsandTables--t-Test,Depend

2、entsamples10BasicStatisticsandTables--t-Test,SingleSample12BasicStatisticsandTables--FrequencyTables14BasicStatisticsandTables--BreakdownandOne-WayANOVA16BasicStatisticsandTables--CrosstabulationTables17BasicStatisticsandTables--StubandBannerTables19MULTIPLEREGRESSION22Standard

3、MultipleRegression22StepwiseMultipleRegression23ANOVA26MainEffectsANOVA26FactorialANOVA29RepeatedMeasuresANOVA31NONPARAMETRICS34（1）Observedvs.ExpectedChi-Square34（2）Correlations(Spearman,KendallTau,Gamma)35（3）ComparingTwoIndependentSamples(Groups)37（4）ComparingMultipleIndep.Sam

4、ples(Groups)39（5）ComparingTwoDependentSamples(Variables)40（6）ComparingMultipleDep.Samples(Variables)42DISTRIBUTIONFITTING45ADVANCEDLINEARANDNONLINEARMODELS471.GeneralLinearModels472.GeneralizedLinearandNonlinearModels563.GeneralRegressionModels614.GeneralPartialLeastSquaresMode

5、ls675.VarianceComponents713086.SurvivalAnalysis737.NonlinearEstimation878.Log-LinearAnalysisofFrequencyTables959.TimeSeriesandForecasting9810.StructuralEquationModeling138MULTIVARIATEEXPLORATORYTECHNIQUES1421.ClusterAnalysis1422.FactorAnalysis1513.PrincipalComponentsandClassifi

6、cationAnalysis1554.CanonicalCorrelation—1605.ReliabilityandItemAnalysis1625.1、ReliabilityandItemAnalysis1626.ClassificationTrees1647.CorrespondenceAnalysis1708.MultidimensionalScaling1759.DiscriminantAnalysis17810.GeneralDiscriminantAnalysis183INDUSTRIALSTATISTICSANDSIXSIGMA191

7、1.QualityControlCharts191DATAMINING1951.NeuralNetworks1952.IndependentComponentAnalysis2213.GeneralizedClusterAnalysis2244.GeneralClassificationAndRegressionTreeModels2305.GeneralCHAIDModels2436.AdvancedCandRT,CHAID(usingInteractiveTrees)2617.BoostedTrees2818.GeneralizedAdditiv

8、eModels2869.MARSplines29110.MachineLearning29311.Rapid