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Lee, Taehun; Cai, Li; Kuhfeld, Megan – Grantee Submission, 2016
Posterior Predictive Model Checking (PPMC) is a Bayesian model checking method that compares the observed data to (plausible) future observations from the posterior predictive distribution. We propose an alternative to PPMC in the context of structural equation modeling, which we term the Poor Persons PPMC (PP-PPMC), for the situation wherein one…
Descriptors: Structural Equation Models, Bayesian Statistics, Prediction, Monte Carlo Methods