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Nuisance regressors could get a second round of dimensionality reduction

Open mwaskom opened this issue 5 years ago • 2 comments

It seems there is a lot of redundancy in the different sources of nuisance regressors added in #188.

For example, here is the cumulative variance explained when you have 6 components from each of the four separate sources, and then perform another PCA on the resulting matrix:

image

mwaskom avatar May 06 '19 19:05 mwaskom