Supervised Latent Dirichlet Allocation With Covariates: A Bayesian Structural and Measurement Model of Text and Covariates

Text is a burgeoning data source for psychological researchers, but little methodological research has focused on adapting popular modeling approaches for text to the context of psychological research. One popular measurement model for text, topic modeling, uses a latent mixture model to represent t...

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Veröffentlicht in:	Psychological methods 2023-10, Vol.28 (5), p.1178-1206
Hauptverfasser:	Wilcox, Kenneth Tyler, Jacobucci, Ross, Zhang, Zhiyong, Ammerman, Brooke A.
Format:	Artikel
Sprache:	eng
Schlagworte:	Bayesian Analysis Data Mining Human Measurement Models Mixture Modeling Simulation Statistical Probability Statistical Regression
Online-Zugang:	Volltext
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