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 form https://CRAN.R-project.org/package=SPARRAfairness to link to this page.
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