Decision-Theoretic Causal Diagnostics via Le Cam Deficiency
![[R logo]](../../../doc/html/Rlogo.svg)
![[Up]](../../../doc/html/left.jpg)
![[Top]](../../../doc/html/up.jpg)
Documentation for package ‘causaldef’ version 0.2.0
Help Pages
| causaldef-package | causaldef: Decision-Theoretic Causal Diagnostics via Le Cam Deficiency |
| audit_data | Audit Data for Causal Validity |
| causaldef | causaldef: Decision-Theoretic Causal Diagnostics via Le Cam Deficiency |
| causal_spec | Create a Causal Problem Specification |
| causal_spec_competing | Causal Specification for Competing Risks |
| causal_spec_survival | Create a Survival Causal Specification |
| confounding_frontier | Map the Confounding Frontier |
| create_plumber_api | Create Plumber API for CausalDef |
| create_shiny_app_files | Create Standalone Shiny App Files |
| estimate_deficiency | Estimate a Deficiency Proxy (PS-TV) |
| estimate_deficiency_competing | Estimate Deficiency for Competing Risks |
| estimate_effect | Estimate Causal Effects from Deficiency Objects |
| estimate_effect.deficiency | Estimate Causal Effects from Deficiency Objects |
| frontdoor_effect | Front-Door Adjustment Kernel |
| gene_perturbation | Gene Expression Perturbation Data |
| hct_outcomes | Hematopoietic Cell Transplantation Outcomes |
| iv_effect | Instrumental Variable Effect Estimation |
| nc_diagnostic | Negative Control Diagnostic |
| nsw_benchmark | Lalonde National Supported Work (NSW) Benchmark |
| overlap_diagnostic | Overlap Diagnostic |
| partial_id_set | Partial Identification Set from a Delta Radius (Result 8) |
| plot.causal_effect | Plot Causal Effect |
| plot.confounding_frontier | Plot Confounding Frontier |
| plot.deficiency | Plot Deficiency Estimates |
| plot.nc_diagnostic_sensitivity | Plot Negative Control Sensitivity Analysis |
| plot.policy_bound | Plot Policy Regret Bound |
| plot.transport_deficiency | Plot method for transport_deficiency |
| policy_regret_bound | Compute Policy Regret Bounds |
| policy_regret_bound_vc | Policy Regret Bound with VC Term (Result 3) |
| print.causal_effect | Print method for causal_effect |
| print.causal_spec | Print method for causal_spec |
| print.causal_spec_competing | Print method for causal_spec_competing |
| print.causal_spec_survival | Print method for causal_spec_survival |
| print.confounding_frontier | Print method for confounding_frontier |
| print.data_audit_report | Print method for data_audit_report |
| print.deficiency | Print method for deficiency |
| print.frontdoor_effect | Print method for frontdoor_effect |
| print.iv_effect | Print method for iv_effect |
| print.nc_diagnostic | Print method for nc_diagnostic |
| print.overlap_diagnostic | Print method for overlap_diagnostic |
| print.partial_id_set | Print method for partial_id_set |
| print.policy_bound | Print method for policy_bound |
| print.transport_deficiency | Print method for transport_deficiency |
| rhc | Right Heart Catheterization (RHC) Dataset |
| rkhs_rate_bound | RKHS Rate Bound (Result 1) |
| run_causaldef_api | Run CausalDef API Server |
| run_causaldef_app | Launch CausalDef Shiny Dashboard |
| sharp_lower_bound | Sharp Two-Point Bounds (Result 4) |
| summary.iv_effect | Summary method for iv_effect |
| test_instrument | Test Instrument Validity |
| transport_deficiency | Transport Diagnostic Between Source and Target Populations |
| validate_causal_spec | Validate Causal Specification |
| wasserstein_deficiency_gaussian | Wasserstein Deficiency (Linear Gaussian) (Result 6) |