all_data

<p>This object contains all data from analysis of fairness measures in SPARRA v3 and v4.</p>

data

fairness

sparra

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.

James Liley

SPARRAfairness

Analysis of Differential Behaviour of SPARRA Score Across
Demographic Groups

Ioanna Thoma

Catalina Vallejos

Louis Aslett

Jill Ireland

Simon Rogers

all_data function

<p>An object of class <code>list</code> of length 1260.</p>

Format

All data for fairness measures — all_data

All data for fairness measures

all_data: All data for fairness measures

Description

Usage

Arguments

Format