Man pages for jongbinjung/undi
Test for Unjustified Disparate Impact
| compute_bm | Compute benchmark test for disparate impact of a policy |
| compute_ot | Compute outcome tests for disparate impact of a policy |
| compute_rad | Compute risk-adjusted disparate impact estimate for a policy |
| dplyr.policy | Generate a new policy after applying various dplyr verbs |
| estimate_policy | (Re)Estimate treatment and response surface models for a... |
| fit_glmnet | Wrapper for fitting 'glmnet' models from a formula |
| fit_sgd | Wrapper for fitting 'sgd' models with standardized design... |
| gridsens | Find parameter values that min/maximize sensitivity results... |
| models | List of paired fit/pred methods by type (glm/glmnet/gbm) |
| optimsens | Find parameter values that min/maximize sensitivity results... |
| overwrite_list | Overwrites a list with named arguments |
| plot.policy | Plot risk-treatment and calibration plots for a 'policy' |
| plot.sens | Plot min/max sensitivity results for a policy from a 'sens'... |
| plot.sensitive_policy | Plot changes in risk-treatment for a 'sensitive_policy' |
| policy | Create policy object |
| predict4mm | Wrapper to compute predictions from a model matrix |
| print.policy | 'print' method of object class 'policy' |
| print.sens | 'print' method of object class 'sens' (parent of 'optimsens',... |
| rad_control | Given a policy and (optional) controls, generate a... |
| sensitivity | Sensitivity to unobserved confounders with specified... |
| sensitize.policy | Compute the sensitivity-adjusted estimates of predicted... |
| summary.sens | Summary of sens object |
| synthesize | Generate synthetic sample of a policy |
| undi | undi: Testing for unjustified disparate impact |
