"Regularization"

Nonparametric inference of the hemodynamic response using multi-subject fMRI data

Estimation and inferences for the hemodynamic response functions (HRF) using multi-subject fMRI data are considered. Within the context of the General Linear Model, two new nonparametric estimators for the HRF are proposed. The first is a …