Zhou, Hua; Li, Lexin; Zhu, Hongtu - In: Journal of the American Statistical Association 108 (2013) 502, pp. 540-552
Classical regression methods treat covariates as a vector and estimate a corresponding vector of regression coefficients. Modern applications in medical imaging generate covariates of more complex form such as multidimensional arrays (tensors). Traditional statistical and computational methods...