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SPARRAfairness
View on CRAN: Click
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Download and install SPARRAfairness package within the R console
Install from CRAN:
install.packages("SPARRAfairness")
Install from Github:
library("remotes")
install_github("cran/SPARRAfairness") Install by package version:
library("remotes")
install_version("SPARRAfairness", "0.1.0.0") Attach the package and use:
library("SPARRAfairness")
Maintained by
James Liley
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[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-04-20
Latest Update: 2025-04-09
Description:
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.
How to cite:
James Liley (2023). SPARRAfairness: Analysis of Differential Behaviour of SPARRA Score Across Demographic Groups. R package version 0.1.0.0, https://cran.r-project.org/web/packages/SPARRAfairness. Accessed 08 Mar. 2026.
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