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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.
Version: | 0.0.0.1 |
Depends: | R (≥ 3.5.0), stats, graphics, grDevices, matrixStats, mvtnorm, cvAUC, ranger |
Suggests: | knitr, rmarkdown |
Published: | 2023-04-20 |
DOI: | 10.32614/CRAN.package.SPARRAfairness |
Author: | Ioanna Thoma |
Maintainer: | James Liley <james.liley at durham.ac.uk> |
License: | GPL (≥ 3) |
NeedsCompilation: | no |
Materials: | README NEWS |
CRAN checks: | SPARRAfairness results |
Reference manual: | SPARRAfairness.pdf |
Vignettes: |
SPARRAfairness example |
Package source: | SPARRAfairness_0.0.0.1.tar.gz |
Windows binaries: | r-devel: SPARRAfairness_0.0.0.1.zip, r-release: SPARRAfairness_0.0.0.1.zip, r-oldrel: SPARRAfairness_0.0.0.1.zip |
macOS binaries: | r-release (arm64): SPARRAfairness_0.0.0.1.tgz, r-oldrel (arm64): SPARRAfairness_0.0.0.1.tgz, r-release (x86_64): SPARRAfairness_0.0.0.1.tgz, r-oldrel (x86_64): SPARRAfairness_0.0.0.1.tgz |
Please use the canonical form https://CRAN.R-project.org/package=SPARRAfairness to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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