Block Matrix Inversion

Here are some formula for matrix inversion. Lemma 1: For a block matrix , , where is basically the Schur’s complement of block . Proof: Let , gives us From the four equations, we have And similarly from , we have Together, they show the first inequality. Also note that and thus . Substituting into…