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saving estimated covariance matrices? #189

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YSanchezAraujo opened this issue Aug 29, 2022 · 2 comments
Closed

saving estimated covariance matrices? #189

YSanchezAraujo opened this issue Aug 29, 2022 · 2 comments

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@YSanchezAraujo
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YSanchezAraujo commented Aug 29, 2022

Hi all,

Apologies if this is somehow already possible, or has already been addressed. In solving a system Ax=b, it's usually of interest having error bars for the estimated x. Implementing this naively is straight forward but can end up taking a lot of compute time when the matrix A has many columns. Wondering if there's already builtin functionality to save the quantity inv(A'A) ? I'm assuming the algorithms used here don't actually perform that computation but estimate it somehow.

@ChrisRackauckas
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You'd just do a QR and cache the QR.

@YSanchezAraujo
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ah ok thanks!

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