SPARRAfairness: Analysis of Differential Behaviour of SPARRA Score AcrossDemographic Groups
The SPARRA risk score (Scottish Patients At Risk of admission and Re-Admission) estimates yearly risk of emergency hospital admission using electronic health records on a monthly basis for most of the Scottish population. This package implements a suite of functions used to analyse the behaviour and performance of the score, focusing particularly on differential performance over demographically-defined groups. It includes useful utility functions to plot receiver-operator-characteristic, precision-recall and calibration curves, draw stock human figures, estimate counterfactual quantities without the need to re-compute risk scores, to simulate a semi-realistic dataset. Our manuscript can be found at: <doi:10.1371/journal.pdig.0000675>.
| Version: | 0.1.0.0 |
| Depends: | R (≥ 3.5.0), stats, graphics, grDevices,matrixStats,ranger |
| Imports: | mvtnorm,cvAUC,ggplot2,ggrepel,patchwork,scales |
| Suggests: | knitr,rmarkdown |
| Published: | 2025-04-09 |
| DOI: | 10.32614/CRAN.package.SPARRAfairness |
| Author: | Ioanna Thoma [aut], Catalina Vallejos [ctb], Louis Aslett [ctb], Jill Ireland [ctb], Simon Rogers [ctb], James Liley [cre, aut] |
| Maintainer: | James Liley <james.liley at durham.ac.uk> |
| License: | GPL (≥ 3) |
| NeedsCompilation: | no |
| Materials: | README,NEWS |
| CRAN checks: | SPARRAfairness results |
Documentation:
Downloads:
Linking:
Please use the canonical formhttps://CRAN.R-project.org/package=SPARRAfairnessto link to this page.