benchmark: Helper function to benchmark an instance

In senseweight: Sensitivity Analysis for Weighted Estimators

Helper function to benchmark an instance

Description

Returns the benchmarking results for a single covariate (or a single group of covariates)

Usage

benchmark(
  omit,
  weights,
  data,
  sigma2,
  estimand = "ATT",
  weighting_method = "ebal",
  weight_max = Inf
)

Arguments

omit	Variable to omit
weights	Vector of estimated weights
data	data.frame containing outcomes and covariate information
sigma2	Variance of the outcome variable
estimand	Specifies estimand; possible parameters include "ATT" or "PATE",
weighting_method	Weighting method. Supports weighting methods from the package WeightIt.
weight_max	Maximum weight to trim at. Default set to Inf

Value

Benchmarking results for a single covariate

senseweight documentation built on Aug. 23, 2025, 1:11 a.m.