JOSS paper - Githubissues

PhilBoileau / cvCovEst

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

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

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JOSS paper #39

Closed PhilBoileau closed 3 years ago

PhilBoileau commented 3 years ago

An initial draft of the JOSS paper.

PhilBoileau commented 3 years ago

I've made a number of changes to reflect @nhejazi's suggestions and comments:

Organized existing paragraphs under descriptive headers
Added a Summary section that gives a high-level overview of the package
Added a table of implemented estimators that includes a brief description and citation
Added a Toy Dataset Example section to showcase a typical application of cvCovEst(). Includes a call to plot() and the resulting summary graph.

The draft is ready for a second round of review.

PhilBoileau commented 3 years ago

The JOSS paper looks to be in very good shape. I have only minor comments and/or suggestions, but these should not hold up an initial submission.

Thank you for these edits, they look great. The fixing of typos and punctuation is also much appreciated. If Sandrine is on board, we should be able to submit this by the end of the week.