deep_predict: Complier model prediction

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

Complier model prediction

Description

Predict Compliance from control group in experimental data

Usage

deep_predict(
  deep.complier.mod,
  complier.formula,
  exp.data,
  treat.var,
  compl.var
)

Arguments

deep.complier.mod	model object from deep.complier.mod()
complier.formula	formula to fit compliance model (c ~ x) using complier variable and covariates
exp.data	data.frame object of experimental dataset
treat.var	string specifying the binary treatment variable
compl.var	string specifying binary complier variable

Value

data.frame object with true compliers, predicted compliers in the control group, and all compliers (actual + predicted).

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