Some references that are incorporated into BrainStat
Worsley KJ et al. (2009) A Matlab toolbox for the statistical analysis of univariate and multivariate surface and volumetric data using linear mixed effects models and random field theory. NeuroImage, Volume 47, Supplement 1, July 2009, Pages S39-S41. https://doi.org/10.1016/S1053-8119(09)70882-1
Chung MK et al. (2010) General Multivariate Linear Modeling of Surface Shapes Using SurfStat Neuroimage. 53(2):491-505. doi: 10.1016/j.neuroimage.2010.06.032
Random field theory references¶
Adler RJ and Taylor JE (2007). Random fields and geometry. Springer. Hagler DJ Saygin AP and Sereno MI (2006). Smoothing and cluster thresholding for cortical surface-based group analysis of fMRI data. NeuroImage, 33:1093-1103.
Hayasaka S, Phan KL, Liberzon I, Worsley KJ and Nichols TE (2004). Non-Stationary cluster size inference with random field and permutation methods. NeuroImage, 22:676-687.
Taylor JE and Adler RJ (2003), Euler characteristics for Gaussian fields on manifolds. Annals of Probability, 31:533-563.
Taylor JE and Worsley KJ (2007). Detecting sparse signal in random fields, with an application to brain mapping. Journal of the American Statistical Association, 102:913-928.
Worsley KJ, Andermann M, Koulis T, MacDonald D, and Evans AC (1999). Detecting changes in non-isotropic images. Human Brain Mapping, 8:98-101.