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Identifying fMRI Model Violations with Lagrange Multiplier Tests

The standard modeling framework in Functional Magnetic Resonance Imaging (fMRI) is predicated on assumptions of linearity, time invariance and stationarity. These assumptions are rarely checked because doing so requires specialised software, although failure to do so can lead to bias and mistaken in...

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Hlavní autoři: Cassidy, Ben, Long, Christopher J, Rae, Caroline, Solo, Victor
Médium: Artigo
Jazyk:Inglês
Vydáno: 2012
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC3759682/
https://ncbi.nlm.nih.gov/pubmed/22542665
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TMI.2012.2195327
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