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The second week of the class is dedicated to reviewing concepts and definitions from matrix algebra that are useful in specifying, fitting, and -- most important -- understanding SEM models. These notes are derived from the course in matrix algebra taught by Ledyard Tucker and passed on by John Nesselroade. I adapted them and translated them into LaTeX for the slides you see here.