Part 1 book "Matrix algebra - Theory, computations and applications in statistics" includes content: Basic vector/matrix structure and notation, vectors and vector spaces, basic properties of matrices, vector/matrix derivatives and integrals, matrix transformations and factorizations, solution of linear systems, evaluation of eigenvalues and eigenvectors. |