get_ate: get_ate

In IyarLin/simMixedDAG: Simulate mixed data type datasets from DAG models.

Description

get_ate is a generic function used to get average treatment effects (ATE) in a DAG model.

Usage

get_ate(dag_model, ...)

Arguments

dag_model	An object of either class "paramteric_dag_model" or "non_paramteric_dag_model".
...	Additional arguments to dispatched method.

Value

A data.frame with 3 columns:

1. From: The baseline treatment value.

2. To: The value a treatment was changed to.

3. ATE: The average treatment effect of changing the treatment value from "From" to "To.

See Also

get_ate.non_parametric_dag_model, get_ate.parametric_dag_model

IyarLin/simMixedDAG documentation built on Oct. 30, 2019, 7:28 p.m.