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1、LatentVariableModelingUsingMplus:Day3BengtMuthen&TihomirAsparouhov′Mpluswww.statmodel.comOctober,2012BengtMuthen&TihomirAsparouhov′MplusModeling1/186TableofContentsI11.OverviewOfDay322.IRTAndCategoricalFactorAnalysisInMplus33.BayesianEFA44.BayesFactorScoresHandling55.Two-LevelAnalysisWithRa
2、ndomIntercepts(Dif?culties)AndRandomLoadings(Discrimination)5.1AdvancesInMultiple-GroupAnalysis:InvarianceAcrossGroups5.1.1HospitalDataExample5.1.2HospitalAsFixedMode:ConventionalMultiple-GroupFactorAnalysis5.1.3HospitalAsRandomMode:ConventionalTwo-LevelFactorAnalysis5.2NewSolutionNo.2:Grou
3、pIsRandomModeTwo-LevelFactorAnalysisWithRandomLoadingsBengtMuthen&TihomirAsparouhov′MplusModeling2/186TableofContentsII5.2.1NewSolutionNo.2:GroupIsRandomMode.UGEx9.195.2.2MonteCarloSimulationsForGroupsAsRandomMode:Two-LevelRandomLoadingsModeling5.3Two-LevelRandomLoadingsInIRT:ThePISAData5.4
4、TestingForNon-ZeroVarianceOfRandomLoadings5.5Two-LevelRandomLoadings:IndividualDifferencesFactorAnalysis66.3-LevelAnalysis6.1TypesofObservedVariablesandRandomSlopesfor3-LevelAnalysis6.23-LevelRegression6.33-LevelRegression:NursesData6.43-LevelPathAnalysis:UGExample9.216.53-LevelMIMICAnalysi
5、s6.63-LevelGrowthAnalysis6.7TYPE=THREELEVELCOMPLEXBengtMuthen&TihomirAsparouhov′MplusModeling3/186TableofContentsIII6.83-LevelandCross-Classi?edMultipleImputation77.Cross-Classi?edAnalysis:Introductory7.1Cross-Classi?edRegression7.2Cross-Classi?edRegression:UGExample9.247.3Cross-Classi?edRe
6、gression:PupcrossData7.4Cross-Classi?edPathAnalysis:UGExample9.2588.Cross-Classi?edAnalysis,MoreAdvanced8.12-ModePathAnalysis:RandomContextsInGonzalezEtAl.8.22-ModePathAnalysis:MonteCarloSimulation8.3Cross-Classi?edSEM8.4MonteCarloSimulationOfCross-Classi?edSEM8.5Cross-Classi?edModels:Types
7、OfRandomEffects8.6RandomItems,GeneralizabilityTheory8.7RandomItem2-ParameterIRT:TIMMSExample8.8RandomItemRaschIRTExample99.AdvancesInLongitudinalAnalysisBengtMuthen&TihomirAsparouhov′MplusModeling4/186TableofContentsIV9.1BSEMforAggressive-DisruptiveBehav
