Optimal Transport Weights for Causal Inference

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Documentation for package ‘causalOT’ version 1.0.2

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

Help Pages

barycentric_projection	Barycentric Projection outcome estimation
calc_weight	Estimate causal weights
causalWeights-class	causalWeights class
coef.causalEffect	Extract treatment effect estimate
cotOptions	Options available for the COT method
CRASH3	CRASH3 data example
dataHolder	dataHolder
DataSim	R6 Data Generating Parent Class
df2dataHolder	df2dataHolder
entBWOptions	Options for the Entropy Balancing Weights
ESS	Effective Sample Size
ESS-method	Effective Sample Size
estimate_effect	Estimate treatment effects
Hainmueller	Hainmueller data example
LaLonde	LaLonde data example
mean_balance	Standardized absolute mean difference calculations
Measure	An R6 Class for setting up measures
OTProblem	Object Oriented OT Problem
ot_distance	Optimal Transport Distance
ot_distance.array	Optimal Transport Distance
ot_distance.causalWeights	Optimal Transport Distance
ot_distance.matrix	Optimal Transport Distance
ot_distance.torch_tensor	Optimal Transport Distance
plot.causalWeights	plot.causalWeights
plot.summary_causalWeights	Summary diagnostics for causalWeights
pph	An external control trial of treatments for post-partum hemorrhage
predict.bp	Predict method for barycentric projection models
print.dataHolder	print.dataHolder
print.summary_causalWeights	Summary diagnostics for causalWeights
PSIS	Pareto-Smoothed Importance Sampling
PSIS-method	Pareto-Smoothed Importance Sampling
PSIS_diag	Pareto-Smoothed Importance Sampling
PSIS_diag-method	Pareto-Smoothed Importance Sampling
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