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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.
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