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Mean plausible values can be computed when Bayesian structural equationmodeling (BSEM) is performed. As mean plausible values do not preserve theinter-factor correlations, they yield path coefficients that are different fromthe estimated path coefficients of the model. As it might be of interest toperform exactly the same prediction on the level of plausible values that hasbeen estimated by BSEM, correlation-preserving mean plausible values wereproposed. An example for the computation of the correlation preserving meanplausible values is given and the corresponding syntax is given in theAppendix.

Correlation-preserving mean plausible values as a basis for prediction in the context of Bayesian structural equation modeling