PhilBoileau / cvCovEst

An R package for assumption-lean covariance matrix estimation in high dimensions
https://philboileau.github.io/cvCovEst/
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Implementing new methods #55

Closed AlexPars closed 2 years ago

AlexPars commented 3 years ago

Could you please consider adding the following methods to your package?

The methods are described in the following references:

Thank you

PhilBoileau commented 3 years ago

Thank you for compiling these suggestions, @AlexPars. Some of the requested estimators have already been implemented (e.g. linearShrinkLWEst() and nlShrinkLWEst() from the first article). Also, the last article doesn't seem to describe a covariance matrix estimator.

Can you please carefully review these papers, and create separate issues for the estimators that you would like to see included? A brief description of the estimator would also be helpful. Once you've done that, you're very welcome to try your hand at implementing some of them yourself. Some instructions on contributing to cvCovEst can be found here.

PhilBoileau commented 2 years ago

Closing due to inactivity.