dc.contributor.author | Kern, Christoph | |
dc.contributor.author | Stein, Petra | |
dc.date.accessioned | 2017-01-24T08:40:03Z | |
dc.date.available | 2017-01-24T08:40:03Z | |
dc.date.issued | 2016 | |
dc.identifier.uri | http://www.ssoar.info/ssoar/handle/document/50108 | |
dc.description.abstract | This study discusses difficulties of effect comparisons in multilevel structural equation models with non-metric outcomes, such as nonlinear dyadic mixed-effects regression. In these models, the fixation of the level-1 error variances induces substantial drawbacks in the context of effect comparisons which align with the well-known problems of standard single- and multilevel nonlinear models. Specifically, the level-1 and level-2 coefficients as well as the level-2 variance components are implicitly rescaled by the amount of unobserved level-1 residual variation and thus may apparently differ across (and within) equations despite of true effect equality. Against this background, the present study discusses a multilevel extension of the method proposed by Sobel and Arminger (1992) with which potential differences in level-1 residual variation can be taken into account through the specification of non-linear parameter constraints. The problems of effect comparisons in multilevel probit SEM's and the proposed correction method are exemplified with a simulation study. | en |
dc.language | en | |
dc.subject.ddc | Sozialwissenschaften, Soziologie | de |
dc.subject.ddc | Social sciences, sociology, anthropology | en |
dc.subject.other | multilevel probit SEM; effect comparison; non-linear constraints; structural equation model | |
dc.title | Effect Comparison in Multilevel Structural
Equation Models with Non-Metric Outcomes | |
dc.description.review | begutachtet | de |
dc.description.review | reviewed | en |
dc.source.collection | JSM 2016 Proceedings, Social Statistics Section | |
dc.publisher.country | USA | |
dc.publisher.city | Alexandria, VA | |
dc.subject.classoz | Erhebungstechniken und Analysetechniken der Sozialwissenschaften | de |
dc.subject.classoz | Methods and Techniques of Data Collection and Data Analysis, Statistical Methods, Computer Methods | en |
dc.subject.thesoz | statistical analysis | en |
dc.subject.thesoz | simulation | en |
dc.subject.thesoz | statistische Analyse | de |
dc.subject.thesoz | statistische Methode | de |
dc.subject.thesoz | statistical method | en |
dc.subject.thesoz | Simulation | de |
dc.subject.thesoz | Mehrebenenanalyse | de |
dc.subject.thesoz | empirical social research | en |
dc.subject.thesoz | multi-level analysis | en |
dc.subject.thesoz | multivariate Analyse | de |
dc.subject.thesoz | Modellvergleich | de |
dc.subject.thesoz | model comparison | en |
dc.subject.thesoz | multivariate analysis | en |
dc.subject.thesoz | empirische Sozialforschung | de |
dc.identifier.urn | urn:nbn:de:0168-ssoar-50108-5 | |
dc.rights.licence | Deposit Licence - Keine Weiterverbreitung, keine Bearbeitung | de |
dc.rights.licence | Deposit Licence - No Redistribution, No Modifications | en |
ssoar.contributor.institution | Universität Duisburg-Essen | |
internal.status | noch nicht fertig erschlossen | |
internal.identifier.thesoz | 10035472 | |
internal.identifier.thesoz | 10035497 | |
internal.identifier.thesoz | 10049678 | |
internal.identifier.thesoz | 10052601 | |
internal.identifier.thesoz | 10037865 | |
internal.identifier.thesoz | 10052184 | |
internal.identifier.thesoz | 10042035 | |
dc.type.stock | incollection | |
dc.type.document | Sammelwerksbeitrag | de |
dc.type.document | collection article | en |
dc.source.pageinfo | 3892-3901 | |
internal.identifier.classoz | 10105 | |
internal.identifier.document | 25 | |
dc.contributor.corporateeditor | American Statistical Association | |
internal.identifier.ddc | 300 | |
dc.description.pubstatus | Published Version | en |
dc.description.pubstatus | Veröffentlichungsversion | de |
internal.identifier.licence | 3 | |
internal.identifier.pubstatus | 1 | |
internal.identifier.review | 2 | |
dc.subject.classhort | 10100 | |
internal.pdf.version | 1.5 | |
internal.pdf.valid | true | |
internal.pdf.wellformed | true | |
internal.check.abstractlanguageharmonizer | CERTAIN | |
internal.check.languageharmonizer | CERTAIN_CHANGED | |