Index

_

__init__() (solas_disparity.types.Disparity method) (solas_disparity.types.StatSig method)

A

adverse_impact_ratio() (in module solas_disparity), [1] (in module solas_disparity.disparity) adverse_impact_ratio_by_quantile() (in module solas_disparity), [1] (in module solas_disparity.disparity)

affected_categories (solas_disparity.types.Disparity property) affected_groups (solas_disparity.types.Disparity property) affected_reference (solas_disparity.types.Disparity property) air_threshold (solas_disparity.types.Disparity attribute) (solas_disparity.types.DisparityResponse attribute)

B

bootstrapping() (in module solas_disparity.statistical_significance)

C

categorical_adverse_impact_ratio() (in module solas_disparity), [1] (in module solas_disparity.disparity)

chi_squared_test() (in module solas_disparity.statistical_significance) custom_disparity_metric() (in module solas_disparity) (in module solas_disparity.disparity)

D

difference_calculation (solas_disparity.types.Disparity attribute) difference_threshold (solas_disparity.types.Disparity attribute) DifferenceCalculation (class in solas_disparity.types) Disparity (class in solas_disparity.types), [1]

disparity_type (solas_disparity.types.Disparity attribute) (solas_disparity.types.DisparityResponse attribute) DisparityCalculation (class in solas_disparity.types) DisparityResponse (class in solas_disparity.types) drop_small_groups (solas_disparity.types.Disparity attribute)

E

EnumBase (class in solas_disparity.types)

F

false_discovery_rate() (in module solas_disparity) (in module solas_disparity.disparity) false_negative_rate() (in module solas_disparity) (in module solas_disparity.disparity)

false_positive_rate() (in module solas_disparity) (in module solas_disparity.disparity) fdr_threshold (solas_disparity.types.Disparity attribute) fishers_exact() (in module solas_disparity.statistical_significance) fishers_or_chi_squared() (in module solas_disparity.statistical_significance)

G

group_categories (solas_disparity.types.Disparity attribute) (solas_disparity.types.DisparityResponse attribute)

L

label (solas_disparity.types.DisparityResponse attribute)

lower_score_favorable (solas_disparity.types.Disparity attribute) (solas_disparity.types.DisparityResponse attribute)

M

max_for_fishers (solas_disparity.types.Disparity attribute) (solas_disparity.types.DisparityResponse attribute) metric (solas_disparity.types.Disparity attribute) module solas_disparity solas_disparity.const solas_disparity.disparity solas_disparity.plots solas_disparity.statistical_significance solas_disparity.types solas_disparity.utils

O

odds_ratio() (in module solas_disparity), [1] (in module solas_disparity.disparity)

odds_ratio_threshold (solas_disparity.types.Disparity attribute) outcome (solas_disparity.types.DisparityResponse attribute)

P

p_value_threshold (solas_disparity.types.Disparity attribute) percent_difference_threshold (solas_disparity.types.Disparity attribute) (solas_disparity.types.DisparityResponse attribute) pgrg_ordered() (in module solas_disparity) (in module solas_disparity.utils) plot_adverse_impact_ratio() (in module solas_disparity.plots) plot_adverse_impact_ratio_by_quantile() (in module solas_disparity.plots) plot_categorical_adverse_impact_ratio() (in module solas_disparity.plots) plot_custom_disparity_metric() (in module solas_disparity.plots) plot_false_discovery_rate() (in module solas_disparity.plots) plot_false_negative_rate() (in module solas_disparity.plots) plot_false_positive_rate() (in module solas_disparity.plots) plot_json (solas_disparity.types.DisparityResponse attribute)

plot_odds_ratio() (in module solas_disparity.plots) plot_precision() (in module solas_disparity.plots) plot_residual_standardized_mean_difference() (in module solas_disparity.plots) plot_scoring_impact_ratio() (in module solas_disparity.plots) plot_segmented_adverse_impact_ratio() (in module solas_disparity.plots) plot_selection_impact_ratio() (in module solas_disparity.plots) plot_standardized_mean_difference() (in module solas_disparity.plots) plot_true_negative_rate() (in module solas_disparity.plots) plot_true_positive_rate() (in module solas_disparity.plots) plot_wasserstein() (in module solas_disparity.plots) precision() (in module solas_disparity) (in module solas_disparity.disparity) protected_groups (solas_disparity.types.Disparity attribute) (solas_disparity.types.DisparityResponse attribute)

R

ratio_calculation (solas_disparity.types.Disparity attribute) ratio_threshold (solas_disparity.types.Disparity attribute) RatioCalculation (class in solas_disparity.types) reference_groups (solas_disparity.types.Disparity attribute) (solas_disparity.types.DisparityResponse attribute)

report (solas_disparity.types.Disparity property) residual_smd_denominator (solas_disparity.types.Disparity attribute) residual_smd_threshold (solas_disparity.types.Disparity attribute) residual_standardized_mean_difference() (in module solas_disparity), [1] (in module solas_disparity.disparity) ResidualSMDDenominator (class in solas_disparity.types)

S

sample_weight (solas_disparity.types.DisparityResponse attribute) scoring_impact_ratio() (in module solas_disparity) (in module solas_disparity.disparity) segmented_adverse_impact_ratio() (in module solas_disparity), [1] (in module solas_disparity.disparity) selection_impact_ratio() (in module solas_disparity) (in module solas_disparity.disparity) shift_zeros (solas_disparity.types.Disparity attribute) shortfall_method (solas_disparity.types.Disparity attribute) ShortfallMethod (class in solas_disparity.types) small_group_table (solas_disparity.types.Disparity attribute) smd_denominator (solas_disparity.types.Disparity attribute) (solas_disparity.types.DisparityResponse attribute) smd_threshold (solas_disparity.types.Disparity attribute) (solas_disparity.types.DisparityResponse attribute) SMDDenominator (class in solas_disparity.types) solas_disparity module solas_disparity.const module solas_disparity.disparity module

solas_disparity.plots module solas_disparity.statistical_significance module solas_disparity.types module solas_disparity.utils module stacked_regression() (in module solas_disparity.statistical_significance) standardized_mean_difference() (in module solas_disparity), [1] (in module solas_disparity.disparity) stat_sig_test (solas_disparity.types.StatSig attribute) statistical_significance (solas_disparity.types.Disparity attribute) statistical_significance_test (solas_disparity.types.Disparity attribute) StatSig (class in solas_disparity.types), [1] StatSigRegressionType (class in solas_disparity.types) StatSigTest (class in solas_disparity.types) summary_table (solas_disparity.types.Disparity attribute) (solas_disparity.types.StatSig attribute) summary_table_json (solas_disparity.types.DisparityResponse attribute) summary_table_json_flat (solas_disparity.types.DisparityResponse attribute)

T

to_excel() (solas_disparity.types.Disparity method) true_negative_rate() (in module solas_disparity) (in module solas_disparity.disparity)

true_positive_rate() (in module solas_disparity) (in module solas_disparity.disparity) two_sample_t_test() (in module solas_disparity.statistical_significance)

U

unknown_table (solas_disparity.types.Disparity attribute)