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From Data to Causes III: Bayesian Priors for General Cross-Lagged Panel Models (GCLM)

This article describes some potential uses of Bayesian estimation for time-series and panel data models by incorporating information from prior probabilities (i.e., priors) in addition to observed data. Drawing on econometrics and other literatures we illustrate the use of informative “shrinkage” or...

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Detalles Bibliográficos
Autores principales: Zyphur, Michael J., Hamaker, Ellen L., Tay, Louis, Voelkle, Manuel, Preacher, Kristopher J., Zhang, Zhen, Allison, Paul D., Pierides, Dean C., Koval, Peter, Diener, Edward F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7917264/
https://www.ncbi.nlm.nih.gov/pubmed/33658961
http://dx.doi.org/10.3389/fpsyg.2021.612251