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The multivariate normal distribution, is a generalization of the one-dimensional (univariate) normal distribution to higher dimensions. (Also called, multivariate Gaussian)
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Large sample size and multivariate normality assumption
Since you are working with SEM, you should also know that the requirement for multivariate normality (among the endogenous variables) is not very strict and that there are several alternative estimato …