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| Time | Wed, Sep 20, 2023 12:00 pm to 1:15 pm |
| Location | https://psu.zoom.us/j/91355729433 |
| Presenter(s) | Dr. Joachim Vandekerckhove, Professor of Cognitive Science, Statistics, and Logic and Philosophy of Science at the University of California, Irvine. |
| Description |
Cognitive latent variable models I will discuss cognitive latent variable models, a broad category of formal models that can be used to aggregate information regarding cognitive parameters across participants and tasks. Latent structures are borrowed from a vast literature in the field of psychometrics, and robust cognitive process models can be drawn from the cognitive science literature. The new modeling approach is an extension of hierarchical modeling, allows model fitting with smaller numbers of trials per task if there are multiple participants, and is ideally suited for uncovering correlations between latent task abilities as they are expressed in experimental paradigms. Multiple examples serve to illustrate the wide applicability of this hybrid approach. |
| Event URL | https://psu.mediaspace.kaltura.com/media/QuantDev+Brownbag+Meeting+Fall+23/1_3a… |