block matrix inverse and woodbury formula patrick yin may 28 2020 1 introduction in this note i will prove the block matrix inverse and the woodbury formula despite being somewhat ...
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...Block matrix inverse and woodbury formula patrick yin may introduction in this note i will prove the despite being somewhat tedious unintuitive have found that these formu las are really useful tools when proving ideas related to multivariate gaussians for reason want document share an explanation behind two formulas any m rm n can be partitioned as a b c d theorem assuming invertible square matrices we express terms of blocks s bs cs or equivalently bd ca where proof nd such mm let us write w x y z using ax bz cw dy aw by cx dz rearranging rst equations get next plugging our new values since ab rearrange equation after into wehave proved order show simply start with instead going along route end up equivalent result dierent excepted wbd zca remark whyare it seems didn t make assumption fact denitely construct counterexam ple but not however also making is inverses unique must rigorous intuitive come back try rigorously future nice break down further comes e g dimension k respectively ...