Gauss-Markov

Multivariate Normal Distribution

Deriving the marginal and conditional distributions of a partitioned multivariate normal.

Blockwise Matrix Inversion

Deriving each block of the inverse of a 2x2 partitioned matrix using the Schur complements of A and D. I kept running into these identities in a linear models course, including on a midterm.