Matrix Algebra From a Statistician's Perspective (1st ed. 1997, 2nd printing)

The level of abstraction or generality in the matrix (or linear) algebra course may have been so high that it did not lead to a "working knowledge" of the subject, or, at the other extreme, the course may have emphasized computations at the expense of fundamental concepts.