Analysis of Differential Behaviour of SPARRA Score Across Demographic Groups

Documentation for package ‘SPARRAfairness’ version 0.0.0.1

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
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
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