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PhilBoileau / cvCovEst

An R package for assumption-lean covariance matrix estimation in high dimensions

https://philboileau.github.io/cvCovEst/

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Closed nhejazi closed 3 years ago

nhejazi commented 4 years ago

[X] Setup repository README.Rmd file
- [X] Draft description (for DESCRIPTION file also)
- [X] Installation instructions
- [X] Toy example
- [X] Issues sections
- [X] Contributions
- [X] License
[x] Identify classes of matrix objects we want to work with
[x] Create loss functions
[x] Identify estimators we want to consider. Determine if they are already implemented

PhilBoileau commented 4 years ago

Next round of things to do:

[x] Vignette
[x] Weighted scaled Frobenius loss function: See Section 3 of manuscript for description.

PhilBoileau commented 3 years ago

Updated list of things to do prior to making cvCovEst public:

[ ] Consider normalizing estimator argument names. Standard names for arguments controlling similar behaviour
[x] Add examples to all functions
[x] ~~"Hide" observation-based loss.~~ State that it will be removed in v1.00 in the docs.

Additional tasks to complete before writing/submitting to JOSS: