Optimal Transport Weights for Causal Inference

---

Documentation for package ‘causalOT’ version 0.1.2

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

calc_weight	Estimate causal weights
causalEffect-class	causalEffect class
causalOT	An R package to perform causal inference using optimal transport distances.
causalWeights-class	causalWeights class
confint.causalEffect	Confidence Intervals for Causal Effects
cost_fun	Calculate cost matrix for a given estimand
DataSim	R6 Data Generating Parent Class
dist.metrics	Supported distance metrics
ESS	Effective Sample Size
ESS-method	Effective Sample Size
estimate_effect	Estimate treatment effects
Hainmueller	Hainmueller data example
LaLonde	LaLonde data example
mean_bal	Standardized absolute mean difference calculations
ot.methods	Supported optimal transport methods
pph	An external control trial of treatments for post-partum hemorrhage
PSIS	Pareto-Smoothed Importance Sampling
PSIS-method	Pareto-Smoothed Importance Sampling
PSIS_diag	Pareto-Smoothed Importance Sampling
PSIS_diag-method	Pareto-Smoothed Importance Sampling
sampleWeights-class	sampleWeights class
sinkhorn	Sinkhorn Loss
supported.methods	Supported weighting methods
supported.solvers	Supported solvers