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Multivariate normal maximum likelihood with both ordinal and continuous variables, and data missing at random

A novel method for the maximum likelihood estimation of structural equation models (SEM) with both ordinal and continuous indicators is introduced using a flexible multivariate probit model for the ordinal indicators. A full information approach ensures unbiased estimates for data missing at random....

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Bibliographic Details
Published in:Behav Res Methods
Main Authors: Pritikin, Joshua N., Brick, Timothy R., Neale, Michael C.
Format: Artigo
Language:Inglês
Published: 2018
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC5882529/
https://ncbi.nlm.nih.gov/pubmed/29374390
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3758/s13428-017-1011-6
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