doi:10.1371/journal.pdig.0000675>.">

SPARRAfairness: Analysis of Differential Behaviour of SPARRA Score Across Demographic Groups (original) (raw)

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 ORCID iD [aut], Catalina Vallejos ORCID iD [ctb], Louis Aslett ORCID iD [ctb], Jill Ireland ORCID iD [ctb], Simon Rogers ORCID iD [ctb], James Liley ORCID iD [cre, aut]
Maintainer: James Liley <james.liley at durham.ac.uk>
License: GPL (≥ 3)
NeedsCompilation: no
Materials: README, NEWS
CRAN checks: SPARRAfairness results

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