Package: SPARRAfairness
Title: Analysis of Differential Behaviour of SPARRA Score Across
        Demographic Groups
Version: 0.1.0.0
Authors@R: 
  c(person(given = "Ioanna",
           family = "Thoma",
           role = c("aut"),
           email = "ithoma@ed.ac.uk",
           comment = c(ORCID = "0000-0001-6928-2198")),
    person(given = "Catalina",
           family = "Vallejos",
           role = c("ctb"),
           email = "catalina.vallejos@ed.ac.uk",
           comment = c(ORCID = "0000-0003-3638-1960")), 
    person(given = "Louis",
           family = "Aslett",
           role = c("ctb"),
           email = "louis.aslett@durham.ac.uk",
           comment = c(ORCID = "0000-0003-2211-233X")), 
    person(given = "Jill",
           family = "Ireland",
           role = c("ctb"),
           email = "jill.ireland@phs.scot",
           comment = c(ORCID = "0009-0009-5324-6630")),  
    person(given = "Simon",
           family = "Rogers",
           role = c("ctb"),
           email = "simon.rogers@nhs.scot",
           comment = c(ORCID = "0000-0003-3578-4477")),                                
    person(given = "James",
           family = "Liley",
           role = c("cre","aut"),
           email = "james.liley@durham.ac.uk",
           comment = c(ORCID = "0000-0002-0049-8238")))
Maintainer: James Liley <james.liley@durham.ac.uk>
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. Our manuscript can be found at: <doi:10.1371/journal.pdig.0000675>.
License: GPL (>= 3)
Encoding: UTF-8
LazyData: true
Depends: R (>= 3.5.0), stats, graphics, grDevices, matrixStats, ranger
Imports: mvtnorm,cvAUC,ggplot2,ggrepel,patchwork,scales
RoxygenNote: 7.3.2
Suggests: knitr, rmarkdown
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2025-04-09 11:53:52 UTC; vwbw55
Author: Ioanna Thoma [aut] (<https://orcid.org/0000-0001-6928-2198>),
  Catalina Vallejos [ctb] (<https://orcid.org/0000-0003-3638-1960>),
  Louis Aslett [ctb] (<https://orcid.org/0000-0003-2211-233X>),
  Jill Ireland [ctb] (<https://orcid.org/0009-0009-5324-6630>),
  Simon Rogers [ctb] (<https://orcid.org/0000-0003-3578-4477>),
  James Liley [cre, aut] (<https://orcid.org/0000-0002-0049-8238>)
Repository: CRAN
Date/Publication: 2025-04-09 12:40:02 UTC
Built: R 4.3.3; ; 2025-04-09 13:32:39 UTC; unix
