run_experiment {R6causal}

Conduct a sequence of interventions and collect the simulated data.

Description

Conduct a sequence of interventions and collect the simulated data.

Usage

run_experiment(scm, intervene, response, n)

Arguments

scm

An SCM object

intervene

A list where the names of the elements are the variables to be intervened and the values of the elements are vectors specifying the values set in the intervention

response

A vector of the names of the response variables

n

Size of the data to be simulated for each intervention

Value

A list containing the values of the response variables for all intervention combinations

Examples

backdoor_experiment <- run_experiment(backdoor,
                                     intervene = list(x = c(0,1)),
                                     response = "y",
                                     n = 10000)
colMeans(backdoor_experiment$response_list$y)