Mplus培训手册 (1).pdf

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1、LatentVariableModelingUsingMplus:Day3BengtMuthen&TihomirAsparouhov´Mpluswww.statmodel.comOctober,2012BengtMuthen&TihomirAsparouhov´MplusModeling1/186TableofContentsI11.OverviewOfDay322.IRTAndCategoricalFactorAnalysisInMplus33.BayesianEFA44.BayesFactorScoresHandling55.Two-LevelAnalysisWithRando

2、mIntercepts(Difficulties)AndRandomLoadings(Discrimination)5.1AdvancesInMultiple-GroupAnalysis:InvarianceAcrossGroups5.1.1HospitalDataExample5.1.2HospitalAsFixedMode:ConventionalMultiple-GroupFactorAnalysis5.1.3HospitalAsRandomMode:ConventionalTwo-LevelFactorAnalysis5.2NewSolutionNo.2:GroupIsRan

3、domModeTwo-LevelFactorAnalysisWithRandomLoadingsBengtMuthen&TihomirAsparouhov´MplusModeling2/186TableofContentsII5.2.1NewSolutionNo.2:GroupIsRandomMode.UGEx9.195.2.2MonteCarloSimulationsForGroupsAsRandomMode:Two-LevelRandomLoadingsModeling5.3Two-LevelRandomLoadingsInIRT:ThePISAData5.4TestingFo

4、rNon-ZeroVarianceOfRandomLoadings5.5Two-LevelRandomLoadings:IndividualDifferencesFactorAnalysis66.3-LevelAnalysis6.1TypesofObservedVariablesandRandomSlopesfor3-LevelAnalysis6.23-LevelRegression6.33-LevelRegression:NursesData6.43-LevelPathAnalysis:UGExample9.216.53-LevelMIMICAnalysis6.63-LevelG

5、rowthAnalysis6.7TYPE=THREELEVELCOMPLEXBengtMuthen&TihomirAsparouhov´MplusModeling3/186TableofContentsIII6.83-LevelandCross-ClassifiedMultipleImputation77.Cross-ClassifiedAnalysis:Introductory7.1Cross-ClassifiedRegression7.2Cross-ClassifiedRegression:UGExample9.247.3Cross-ClassifiedRegression:Pupcro

6、ssData7.4Cross-ClassifiedPathAnalysis:UGExample9.2588.Cross-ClassifiedAnalysis,MoreAdvanced8.12-ModePathAnalysis:RandomContextsInGonzalezEtAl.8.22-ModePathAnalysis:MonteCarloSimulation8.3Cross-ClassifiedSEM8.4MonteCarloSimulationOfCross-ClassifiedSEM8.5Cross-ClassifiedModels:TypesOfRandomEffects8.6

7、RandomItems,GeneralizabilityTheory8.7RandomItem2-ParameterIRT:TIMMSExample8.8RandomItemRaschIRTExample99.AdvancesInLongitudinalAnalysisBengtMuthen&TihomirAsparouhov´MplusModeling4/186TableofContentsIV9.1BSEMforAggressive-DisruptiveBehav