Mathematics

Rank One Updates

Using the Sherman-Morrison-Woodbury identity to update a matrix inverse after a low-rank change. The example is updating linear regression coefficients with a new observation without refitting the model.

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.