# Analysis of Differential Behaviour of SPARRA Score Across Demographic Groups

## Documentation for package ‘SPARRAfairness’ version 0.1.0.0

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS
- Package README

## Help Pages

ab | ab() Shorthand to draw a red x-y line
adjusted_fdr | adjusted_fdr
adjusted_for | adjusted_for
all_data | All data for fairness measures
build_diff | build_diff Prepares a data frame for a ggplot object to compare differences using linear interpolation.
cal_2panel | cal_2panel Draws calibration curves (with legend) with a second panel underneath showing predicted differences.
counterfactual_yhat | counterfactual_yhat
dat2mat | dat2mat
decomposition_matrix | Decomposition matrix
demographic_parity | demographic_parity
drawperson | drawperson
drawprop | drawprop
for_breakdown | for_breakdown
getcal | getcal()
getprc | getprc()
getroc | getroc() Comprehensive plotting function for receiver-operator characteristic curve. Also calculates AUROC and standard error.
groupmetric_2panel | groupmetric_2panel Draws plots of a group fairness metric with a second panel underneath
group_fairness | group_fairness
integral | integral() Quick form for trapezoidal integration over range of x
logistic | Logistic
logit | Logit
phs_colours | phs_colours
plot.sparraCAL | Plot function for class sparraCAL
plot.sparraPRC | Plot function for class above
plot.sparraROC | Plot function for class sparraROC
plot_decomp | plot_decomp
prc_2panel | prc_2panel Draws a PRC curve (with legend) with a second panel underneath showing precision difference.
roc_2panel | roc_2panel Draws a ROC curve (with legend) with a second panel underneath showing sensitivity difference.
sim_pop_data | sim_pop_data