Semiparametric Latent ANOVA Model for Event-Related Potentials

Semiparametric Latent ANOVA Model for Event-Related Potentials

AbstractEvent-related potentials (ERPs) extracted from electroencephalography (EEG) data in response to stimuli are widely used in psychological and neuroscience experiments. A major goal is to link ERP characteristic components to subject-level covariates. Existing methods typically follow two-step...

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Bibliographic Details
Main Authors: Cheng-Han Yu, Meng Li, Marina Vannucci
Format: Article
Language:English
Published: Taylor & Francis Group 2024-12-01
Series:Data Science in Science
Subjects:
Event-related potentials
latent ANOVA
Gaussian processes
amplitude
latency
peak detection
Online Access:https://www.tandfonline.com/doi/10.1080/26941899.2023.2294204

Internet

https://www.tandfonline.com/doi/10.1080/26941899.2023.2294204

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