Adaptive Smoothing of FMRI Data
Adaptive GMRF Model (Real Data)
Adaptive GMRF Model (Real Data)
Adaptive Smoothing of FMRI Data
Adaptive GMRF Model for Simulated Data
Adaptive GMRF Model for Simulated Data
Simulate FMRI Data
Simulate FMRI Data
Plot Function for Weights (Simulated Data)
Plot Function for Weights (Real Data)
Adaptive smoothing functions for estimating the blood oxygenation level dependent (BOLD) effect by using functional Magnetic Resonance Imaging (fMRI) data, based on adaptive Gauss Markov random fields, for real as well as simulated data. The implemented models make use of efficient Markov Chain Monte Carlo methods. Implemented methods are based on the research developed by A. Brezger, L. Fahrmeir, A. Hennerfeind (2007) <https://www.jstor.org/stable/4626770>.