Category: Blog
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The nearest dataset with a given covariance
When analyzing neural activity I sometimes want to find the nearest dataset to the one I’m working with that also has a desired covariance $\Sigma$. In this post I’m going to show how to compute such a dataset. Let the dataset we’re given be the $m \times n$ matrix $X$, and the new dataset that…