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jacques juhel.an introduction to growth mixture modeling using mplus.university rennes

jacques juhel.an introduction to growth mixture modeling using mplus.university rennes

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时间：2018-02-10

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1、AnintroductiontoGrowthMixtureModelingusingMplusJacquesJuhelUniversityRennes2,CRPCC,EA1285June7-8,2010-Paris-NanterreINSERMworkshop:Mixturemodellingforlongitudinaldata1Generallatentvariableframework-ImplementedinMplus6programMuthénandMuthén(1998-2010)-LatentGrowthCurvemodelin

2、g/SEMislinkedtoRandomCoefficientGrowthModeling/Multilevelmodeling-LatentGrowthCurvemodeling(singlepopulation)isa“case“ofGrowthMixtureModeling.June7-8,2010-ParisINSERMworkshop:Mixturemodellingforlongitudinaldata2MplusfilesThreeprimaryfiles-Thedatafile;-Theprogramfile;-Theana

3、lysisoutputfile.June7-8,2010-ParisINSERMworkshop:Mixturemodellingforlongitudinaldata3MplushasverylimiteddatamanagementcapabilitiesDatafiles-DatafilesinASCIIformat,inanexternalfile.-Nomorethat500variablesinadataset.-Novariablenamesinthedataset.Namesaredescribedintheprogramfi

4、le.-Theestimatorchosenforananalysisdeterminesthetypeofdatarequiredfortheanalysis.-Individualdatacanbeinfixedorfreeformat(default.)-Summarydata(matrixdata)mustbeinfreeformat.-Freeformatrequiresacomma,space,ortabdelimit.June7-8,2010-ParisINSERMworkshop:Mixturemodellingforlongi

5、tudinaldata4MpluscommandlanguageDifferentcommandsdividedintoaseriesofsections-“Data”and“variable”commandsarerequiredforeveryanalysis.-Allcommandsmustbeginonanewlineandbefollowedbyacolon.-Semicolonsseparatecommandoptions.-Linesintheprogramfilecannotexceed80columns.-Usercomme

6、ntsprecededby“!”.-ThekeywordsIS,AREand=areinterchangeable.June7-8,2010-ParisINSERMworkshop:Mixturemodellingforlongitudinaldata5MpluscommandlanguageDifferentcommandsdividedintoaseriesofsections(chap.15)Title:Givesidentifyingtitletotheanalysis.Data:Identifiesthelocationandnam

7、eofthedatasettobeanalyzed.Variable:Namesanddescribesthevariablesinthedatasettobeanalyzed.Define:Providestheabilitytotransformexistingvariablesandtocreatenewvariables.June7-8,2010-ParisINSERMworkshop:Mixturemodellingforlongitudinaldata6MpluscommandlanguageDifferentcommandsdi

8、videdintoaseriesofsections(chap.16)Analysis:Describesthetypeofanalysistobep

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