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Time Series Analysis on Voxel Data
¥ Most common forms of FMRI analysis involve fitting an activation+BOLD model to each voxelÕs time series separately (AKA ÒunivariateÓ analysis)
H Some pre-processing steps may do inter-voxel computations
o e.g., spatial smoothing to reduce noise
¥ Result of model fits is a set of parameters at each voxel, estimated from that voxelÕs data
H e.g., activation amplitude, delay, shape
H ÒSPMÓ = statistical parametric map
¥ Further analysis steps operate on individual SPMs
H e.g., combining/contrasting data among subjects