How to improve parameter estimates in GLM-based fMRI data analysis: cross-validated Bayesian model averaging - Soch, Joram; Meyer, Achim Pascal; Haynes, John-Dylan; Allefeld, Carsten (NeuroImage (Orlando, Fla.), 2017)
Keywords: Algorithms; Bayes Theorem; Bayesian analysis; Bayesian model averaging; Brain Mapping - methods; correlated regressors; cross-validation; Data analysis; Data processing; Economic models; fMRI-based neuroimaging; Functional magnetic resonance imaging; Humans; Image Processing, Computer-Assisted - methods; Linear Models; Magnetic Resonance Imaging - methods; mass-univariate GLM; Mathematical models; Models, Neurological; Models, Theoretical; Neuroimaging; nuisance variables; mass-univariate GLM; Bayesian model averaging; nuisance variables; correlated regressors; cross-validation; fMRI-based neuroimaging