Merge pull request #380 from mehdi-elion/master

[DOC] updated reference for Residual Normalised Score
scikit-learn-contrib · Dec 7, 2023 · 92b578c · 92b578c
2 parents 609791d + dfbf561
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diff --git a/AUTHORS.rst b/AUTHORS.rst
@@ -33,4 +33,5 @@ Contributors
 * Candice Moyet <cmoyet@quantmetry.com>
 * Sofiane Ziane <sziane@quantmetry.com>
 * Rafael Saraiva <rafael.saraiva.de@gmail.com>
+* Mehdi Elion <mehdi.elion@gmail.com>
 To be continued ...
diff --git a/HISTORY.rst b/HISTORY.rst
@@ -5,6 +5,7 @@ History
 ##### (##########)
 ------------------
 * Add new checks for metrics calculations
+* Fix reference for residual normalised score in documentation
 
 
 0.7.0 (2023-09-14)

diff --git a/doc/theoretical_description_conformity_scores.rst b/doc/theoretical_description_conformity_scores.rst
@@ -109,8 +109,9 @@ Key takeaways
 References
 ==========
 
-[1] Angelopoulos, A. N., & Bates, S. (2021). A gentle introduction to conformal
-prediction and distribution-free uncertainty quantification. arXiv preprint arXiv:2107.07511.
+[1] Lei, J., G'Sell, M., Rinaldo, A., Tibshirani, R. J., & Wasserman, L. (2018). Distribution-Free 
+Predictive Inference for Regression. Journal of the American Statistical Association, 113(523), 1094–1111. 
+Available from https://doi.org/10.1080/01621459.2017.1307116
 
 [2] Cordier, T., Blot, V., Lacombe, L., Morzadec, T., Capitaine, A. &amp; Brunel, N.. (2023).
 Flexible and Systematic Uncertainty Estimation with Conformal Prediction via the MAPIE library.