From 431a332ac6c539d1336068aaf087bd69c28ae500 Mon Sep 17 00:00:00 2001 From: Tennessee Leeuwenburg Date: Fri, 19 Jan 2024 15:49:00 +1100 Subject: [PATCH] Expanded acronyms in the list of current scores --- docs/paper.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/paper.md b/docs/paper.md index 636a55db..c3f41c68 100644 --- a/docs/paper.md +++ b/docs/paper.md @@ -30,7 +30,7 @@ bibliography: paper.bib All of the scores and metrics in this package have undergone a thorough statistical and scientific review. Every score has a companion Jupyter Notebook tutorial demonstrating its use in practice. -At the time of writing, the scores contained in this package are: MSE, MAE, RMSE, FIRM [@Taggart:2022a], CRPS for CDFs (including threshold-weighting, see [@Gneiting:2011]), the FlipFlop index [@Griffiths:2019; @griffiths2021circular], ROC curves, the quantile score, and the Murphy score [@Ehm:2016]. It also includes the Diebold-Mariano statistical test [@Diebold:1995] with both the [@Harvey:1997] and [@Hering:2011] modifications. Additionally it contains isotonic regression which is becoming an increasingly important tool in forecast verification and can be used to generate stable reliability diagrams [@dimitriadis2021stable]. +At the time of writing, the scores contained in this package are: Mean Squared Error (MSE), Mean Absolute Error (MAE), Root Mean Squared Error (RMSE), the Fixed Risk Multicategorical (FIRM) score [@Taggart:2022a], Continuous Ranked Probability Score (CRPS) for Cumulative Distribution Functions (CDFs) (including threshold-weighting, see [@Gneiting:2011]), the FlipFlop index [@Griffiths:2019; @griffiths2021circular], Receiver Operating Characteristic (ROC) curves, the quantile score, and the Murphy score [@Ehm:2016]. It also includes the Diebold-Mariano statistical test [@Diebold:1995] with both the [@Harvey:1997] and [@Hering:2011] modifications. Additionally it contains isotonic regression which is becoming an increasingly important tool in forecast verification and can be used to generate stable reliability diagrams [@dimitriadis2021stable]. # Statement of Need