The generalized inverses of tensors and an application to linear models

In this paper, we recall and extend some tensor operations. Then, the generalized inverse of tensors is established by using tensor equations. Moreover, we investigate the least-squares solutions of tensor equations. An algorithm to compute the Moore-Penrose inverse of an arbitrary tensor is constructed. Finally, we apply the obtained results to higher order Gauss-Markov theorem.