InterventionParser.generate_intervention.RdFunction that can generate interventions, especially when performing an intervention on multiple nodes. What the function is do is set one of the nodes to intervened (variable_intervened), and the other nodes to control. If what is 1, the intervened variable will be 1 and the rest 0, if what is 0, the intervened variable will be 0 and the rest will be one.
InterventionParser.generate_intervention(variables, variable_intervened, when, what)
| variables | the variables to create the intervention for (a list of all intervention nodes) |
|---|---|
| variable_intervened | the variable to perform the intervention on |
| when | integer when the intervention should take place |
| what | integer hat the intervention should be |
an intervention 'object' (i.e., a list following the intervention specification.