Man pages for ericdunipace/causalOT
Optimal Transport Weights for Causal Inference
| barycentric_projection | Barycentric Projection outcome estimation |
| calc_weight | Estimate causal weights |
| causalEffect | causalEffect class |
| causalOT-package | An R package to perform causal inference using optimal... |
| causalWeights-class | causalWeights class |
| coef.causalEffect | Extract treatment effect estimate |
| cotOptions | Options available for the COT method |
| cot_solve-ateClass-method | cot_solve method for ateClass objects |
| cot_solve-gridSearch-method | cot_solve for gridSearch |
| cot_solve-likelihoodMethods-method | cot_solve method for likelihoodMethods |
| dataHolder | dataHolder |
| dataHolder-class | dataHolder-class |
| dataHolder-methods | dataHolder-methods |
| data_separate.dataHolder | Title |
| DataSimClass | R6 Data Generating Parent Class |
| DataSimClass-Hainmueller | Hainmueller data example |
| DataSim-CRASH3 | CRASH3 data example |
| df2dataHolder | df2dataHolder |
| df2dataHolder-methods | df2dataHolder-methods |
| entBWOptions | Options for the Entropy Balancing Weights |
| ESS | Effective Sample Size |
| estimate_effect | Estimate treatment effects |
| estimate_model | Function to estimate outcome models |
| gridSearch-class | gridSearch S4 class |
| LaLonde | LaLonde data example |
| mean_balance | Standardized absolute mean difference calculations |
| Measure | An R6 Class for setting up measures |
| Measure_-class | An R6 object for measures |
| oop_loss_select | Internal function to select appropriate loss function |
| ot_distance | Optimal Transport Distance |
| OTProblem | Object Oriented OT Problem |
| OTProblem_-class | An R6 class to construct OTProblems |
| plot.causalWeights | plot.causalWeights |
| pph | An external control trial of treatments for post-partum... |
| predict.bp | Predict method for barycentric projection models |
| print.dataHolder | print.dataHolder |
| PSIS | Pareto-Smoothed Importance Sampling |
| PSIS.causalWeights | PSIS casualWeights class |
| sbwOptions | Options for the SBW method |
| scmOptions | Options for the SCM Method |
| summary.causalWeights | Summary diagnostics for causalWeights |
| supported_methods | Supported Methods |
| vcov.causalEffect | Get the variance of a causalEffect |
