[DOC] updated reference for Residual Normalised Score

[mehdi-elion]

Description

Changed the reference for the residual normalized score from

[1] Angelopoulos, A. N., & Bates, S. (2021). A gentle introduction to conformal
prediction and distribution-free uncertainty quantification. arXiv preprint arXiv:2107.07511.

to

[1] Lei, J., G'Sell, M., Rinaldo, A., Tibshirani, R. J., & Wasserman, L. (2017). Distribution-Free
Predictive Inference For Regression. arXiv:1604.04173.

Fixes #366

Type of change

This is a simple documentation update.

How Has This Been Tested?

This has been tested according to the items of the checklist below.

Checklist

• I have read the contributing guidelines
• I have updated the HISTORY.rst and AUTHORS.rst files
• Linting passes successfully : make lint
• Typing passes successfully : make type-check
• Unit tests pass successfully : make tests
• Coverage is 100% : make coverage
• Documentation builds successfully : make doc

[codecov-commenter]

Codecov Report

All modified and coverable lines are covered by tests ✅

Comparison is base (614293e) 100.00% compared to head (dfbf561) 100.00%.
Report is 5 commits behind head on master.

Additional details and impacted files

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  Coverage   100.00%   100.00%            
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  Files           39        39            
  Lines         4616      4618     +2     
  Branches       487       757   +270     
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+ Hits          4616      4618     +2     

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[vincentblot28]

Thank you very much for this PR ! Could you just update the file history.rst so that we can follow to changes for the next release. Once it's done you'll be able to merge your PR

[mehdi-elion]

Sure :)
I added the following bullet point in HISTORY.rst:

* Fix reference for residual normalised score in documentation

[mehdi-elion]

@vincentblot28 thanks a lot for approving the changes !

I'm sorry for asking but, since I still am quite unfamiliar with MAPIE's merging policy, I'm unsure about whether PRs should be merged by contributors or owners/maintainers.

Let me know if you need any additional action from me :)

[vincentblot28]

@mehdi-elion, your PR is ready, you can merge it ! Thank you for taking in charge this issue

[mehdi-elion]

Awesome! Unfortunately I fear that don't have write access / merging rights (yet ?) to MAPIE's repository.
Are you observing that on your side as well @vincentblot28 ? If so, would it be possible to grant me with sufficient rights to merge the PR :) ?
(If not, I apologize for the misunderstanding, this is my 1st contribution to MAPIE)

[thibaultcordier]

Awesome! Unfortunately I fear that don't have write access / merging rights (yet ?) to MAPIE's repository. Are you observing that on your side as well @vincentblot28 ? If so, would it be possible to grant me with sufficient rights to merge the PR :) ? (If not, I apologize for the misunderstanding, this is my 1st contribution to MAPIE)

Don't worry :) do you see the green "Merge pull request" button below this comment? If so, you have the right to finish the pull request. If not, no problem, I'll merge the pull request for you straight away.

[mehdi-elion]

@thibaultcordier I actually can't see the green "Merge pull request" button at the end of this thread ^^'
Here's a screenshot of what I see (just in case):

It looks like I'll have to rely on you to have it merged :)

[thibaultcordier]

@thibaultcordier I actually can't see the green "Merge pull request" button at the end of this thread ^^' Here's a screenshot of what I see (just in case). It looks like I'll have to rely on you to have it merged :)

No problem, I'll merge your pull request. Sorry for the wait and thanks again :)