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Forecasting Causal Effects of Interventions versus Predicting Future Outcomes

The present article provides a didactic presentation and extension of selected features of Pearl’s DAG-based approach to causal inference for researchers familiar with structural equation modeling. We illustrate key concepts using a cross-lagged panel design. We distinguish between (a) forecasts of...

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Detalles Bibliográficos
Autores principales: Gische, Christian, West, Stephen G., Voelkle, Manuel C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9030387/
https://www.ncbi.nlm.nih.gov/pubmed/35464622
http://dx.doi.org/10.1080/10705511.2020.1780598