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Bejzijansko modelovanje strukturalnih jednačina (BSEM)×Modeliranje strukturalnih jednačina (SEM)×
OblastBajesovska statistikaStatistika
PorodicaBayesian methodsLatent structure
Godina nastanka20121970
TvoracBengt Muthén & Tihomir AsparouhovKarl Jöreskog (LISREL framework, 1970s)
TipBayesian latent variable modelLatent variable / causal modeling
Temeljni izvorMuthén, B. & Asparouhov, T. (2012). Bayesian SEM: A More Flexible Representation of Substantive Theory. Psychological Methods, 17(3), 313–335. link ↗Hair, J. F., Black, W. C., Babin, B. J. & Anderson, R. E. (2019). Multivariate Data Analysis (8th ed.). Cengage Learning. ISBN: 978-1473756540
Drugi naziviBSEM, Bayesian latent variable model, approximate zero constraints SEM, Bayesçi Yapısal Eşitlik ModeliYapısal Eşitlik Modellemesi (SEM), structural equation modelling, covariance structure analysis, latent variable modeling
Srodne65
SažetakBayesian SEM, introduced by Muthén and Asparouhov in 2012, extends classical structural equation modeling by placing prior distributions on factor loadings, path coefficients, and covariances. Instead of returning a single maximum-likelihood estimate, it uses Markov chain Monte Carlo to produce a full posterior distribution for every parameter, enabling principled uncertainty quantification in models with latent variables.Structural equation modeling is a multivariate statistical framework that simultaneously estimates a measurement model — relating observed indicators to latent constructs — and a structural model specifying directional or reciprocal relationships among those constructs. Rooted in the LISREL tradition developed by Karl Jöreskog in the 1970s, SEM is the standard tool for testing complex theoretical models in the social, behavioural, and management sciences.
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ScholarGateUporedite metode: Bayesian SEM · SEM. Preuzeto 2026-06-15 sa https://scholargate.app/sr/compare