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 |