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SPARRAfairness  

Analysis of Differential Behaviour of SPARRA Score Across Demographic Groups
View on CRAN: Click here


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", "0.0.0.2")



Attach the package and use:
library("SPARRAfairness")
Maintained by
James Liley
[Scholar Profile | Author Map]
First Published: 2023-04-20
Latest Update: 2023-04-20
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 0.0.0.2, https://cran.r-project.org/web/packages/SPARRAfairness. Accessed 17 Feb. 2025.
Previous versions and publish date:
0.0.0.1 (2023-04-20 19:22)
Other packages that cited SPARRAfairness R package
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Other R packages that SPARRAfairness depends, imports, suggests or enhances
Complete documentation for SPARRAfairness
Functions, R codes and Examples using the SPARRAfairness R package
Full SPARRAfairness package functions and examples
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