statistica 全套教程包括数据挖掘

《statistica 全套教程包括数据挖掘》由会员上传分享，免费在线阅读，更多相关内容在教育资源-天天文库。

1、BASICSTATISTICSANDTABLES3BasicStatisticsandTables--DescriptiveStatistics3BasicStatisticsandTables--CorrelationMatrices5BasicStatisticsandTables--t-Test,Independent,byGroups6BasicStatisticsandTables--t-TestforIndependentSamples,byVariables9BasicStatisticsandTables--t-Test,Dependentsamples10Bas

2、icStatisticsandTables--t-Test,SingleSample12BasicStatisticsandTables--FrequencyTables14BasicStatisticsandTables--BreakdownandOne-WayANOVA16BasicStatisticsandTables--CrosstabulationTables17BasicStatisticsandTables--StubandBannerTables19MULTIPLEREGRESSION22StandardMultipleRegression22StepwiseMu

3、ltipleRegression23ANOVA26MainEffectsANOVA26FactorialANOVA29RepeatedMeasuresANOVA31NONPARAMETRICS34（1）Observedvs.ExpectedChi-Square34（2）Correlations(Spearman,KendallTau,Gamma)35（3）ComparingTwoIndependentSamples(Groups)37（4）ComparingMultipleIndep.Samples(Groups)39（5）ComparingTwoDependentSamples

4、(Variables)40（6）ComparingMultipleDep.Samples(Variables)42DISTRIBUTIONFITTING45ADVANCEDLINEARANDNONLINEARMODELS471.GeneralLinearModels472.GeneralizedLinearandNonlinearModels563.GeneralRegressionModels614.GeneralPartialLeastSquaresModels675.VarianceComponents713086.SurvivalAnalysis737.Nonlinear

5、Estimation878.Log-LinearAnalysisofFrequencyTables959.TimeSeriesandForecasting9810.StructuralEquationModeling138MULTIVARIATEEXPLORATORYTECHNIQUES1421.ClusterAnalysis1422.FactorAnalysis1513.PrincipalComponentsandClassificationAnalysis1554.CanonicalCorrelation—1605.ReliabilityandItemAnalysis1625

6、.1、ReliabilityandItemAnalysis1626.ClassificationTrees1647.CorrespondenceAnalysis1708.MultidimensionalScaling1759.DiscriminantAnalysis17810.GeneralDiscriminantAnalysis183INDUSTRIALSTATISTICSANDSIXSIGMA1911.QualityControlCharts191DATAMINING1951.NeuralNetworks1952.IndependentComponentAnalysis221

7、3.GeneralizedClusterAnalysis2244.GeneralClassificationAndRegressionTreeModels2305.GeneralCHAIDModels2436.AdvancedCandRT,CHAID(usingInteractiveTrees)2617.BoostedTrees2818.GeneralizedAdditiveModels2869.MARSplines29110.MachineLearning29311.Rapid