TY - GEN AU - Banerjee,Sudipto AU - Roy,Anindya TI - Linear algebra and matrix analysis for statistics T2 - Texts in Statistical Science SN - 9781138061163 U1 - 512.5 23 PY - 2022/// CY - Boca Raton PB - CRC Press KW - Mathematics KW - Algebra KW - Linear Algebra KW - Matrices KW - Mathematical Statistics N1 - Includes bibliography and index; Matrices vectors and their operations -- Systems of linear equations -- More on linear equations -- Euclidean spaces -- The Rank of a Matrix -- Complementary subspaces -- Orthogonality orthogonal subspaces and projections -- More on orthogonality -- Revisiting linear equations -- Determinants -- Eigenvalues and Eigenvectors -- Singular value and Jrdon decomposition -- Quadratic forms -- The Kronecker product and related operations -- Linear Iterative systems norms and convergence -- Abstract linear algebra ER -