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Simulation studies of power and Type I error of mass univariate statistics for ERP data

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MUSim

AUTHOR
Eric Fields

CONTACT
[email protected]

Code to conduct simulation studies examining power and Type I error rate for various mass univariate approaches and traditional mean amplitude approaches for event-related potential (ERP) data. These simulations use real EEG noise and real ERP effects.

Simulations are conducted using the Factorial Mass Univariate Toolbox:
https://github.com/ericcfields/FMUT/wiki

The result of this work has been accepted for publication:
Fields, E. C., & Kuperberg, G. R. (2020). Having your cake and eating it too: Flexibility and power with mass univariate statistics for ERP data. Psychophysiology, 57(2), e13468. https://doi.org/10.1111/psyp.13468

Results and materials can be found on the OSF page:
https://osf.io/mktqj/