get_outcome_weights.dml_with_smoother: Outcome weights for the 'dml_with_smoother' function

In OutcomeWeights: Outcome Weights of Treatment Effect Estimators

Outcome weights for the dml_with_smoother function

Description

Post-estimation command to extract outcome weights for double ML run with an outcome smoother.

Usage

## S3 method for class 'dml_with_smoother'
get_outcome_weights(object, ..., all_reps = FALSE)

Arguments

object	An object of class dml_with_smoother, i.e. the result of running dml_with_smoother.
...	Pass potentially generic get_outcome_weights options.
all_reps	If TRUE, outcomes weights of each repetitions passed. Default FALSE.

Value

• If all_reps == FALSE: get_outcome_weights object

• If all_reps == TRUE: additionally list omega_all_reps: A list containing the outcome weights of each repetition.

References

Knaus, M. C. (2024). Treatment effect estimators as weighted outcomes, https://arxiv.org/abs/2411.11559.

OutcomeWeights documentation built on April 4, 2025, 5:51 a.m.