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Recapturing Time in Evaluation of Causal Relations: Illustration of LatentLongitudinal and Nonrecursive SEM Models for Simultaneous Data

Comparison of Latent Longitudinal Models (LLM-Gollob) and nonrecursive SEM modeling applied to stress and alcohol use among adolescents. How to infer direction of causality when data does not have enough time points (e.g. cross-sectional data, or 2 wave only for mediation models, or 3 wave only...