PhilBoileau / cvCovEst

An R package for assumption-lean covariance matrix estimation in high dimensions
https://philboileau.github.io/cvCovEst/
Other
13 stars 4 forks source link

Update data centering approach #69

Closed PhilBoileau closed 1 year ago

PhilBoileau commented 1 year ago

As pointed out in #68, some estimators do not center data internally prior to estimating the covariance matrix. This isn't an issue when using cvCovEst() since it centers the data internally. It prevents the use of the packages estimator functions from being used as standalone estimators, however. The data should be centered by each estimator instead, even if it is slightly less computationally efficient.