cascade.sim

Simulation functions

Functions

generate_dag

Randomly generate a directed acyclic graph

simulate_counterfactual

Simulate counterfactual outcome of alternative interventions based on an existing simulated dataset

simulate_random_regimes

Simulate interventional data based on a causal structure with random interventions

simulate_regimes

Simulate interventional data based on a causal structure with multiple sets of intervention effect in parallel

Classes

DAGType

Types of directed acyclic graphs