pattc_deeplearning_counterfactuals: Assess Population Data counterfactuals

In DeepLearningCausal: Causal Inference with Super Learner and Deep Neural Networks

Assess Population Data counterfactuals

Description

Create counterfactual datasets in the population for compliers and noncompliers.

Usage

pattc_deeplearning_counterfactuals(
  pop.data,
  response.mod,
  response.formula,
  ID = NULL,
  cluster = NULL
)

Arguments

pop.data	population dataset
response.mod	trained model from response_model.
response.formula	formula specifying the response variable and covariates.
ID	string fir identifier variable
cluster	string for clustering variable

Value

data.frame object of predicted outcomes of counterfactual groups.

DeepLearningCausal documentation built on Nov. 6, 2025, 5:08 p.m.