SLDAX

Integrating text into psychological and education research: Latent variable modeling and applications
Invited Talk
Oct 21, 2021 — University of California, Davis
Project
Integrating text into psychological and education research: Latent variable modeling and applications
Invited Talk
Sep 13, 2021 — Vanderbilt University
Project Slides
The use of text-based responses to improve our understanding and prediction of suicide risk
Objective: Text-based responses may provide significant contributions to suicide risk prediction, yet research including text data is …
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The use of text-based responses to improve our understanding and prediction of suicide risk
Combining topic modeling and regression: Supervised topic modeling with covariates
Spotlight Talk
Jul 13, 2020 — Jul 17, 2020 University of Maryland
Project Slides
Modeling relationships from themes in text and covariates with an outcome: A Bayesian supervised topic model with covariates
While text analysis has long been of interest in psychology, quantitative approaches tend to rely on predefined dictionaries of words …
May 26, 2020 — May 27, 2020 University of Notre Dame
Project Slides
Bayesian supervised topic modeling with covariates
Directed acyclic graph of the SLDAX model.
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