Overview | Setup | Defining the model | Defining a linear Gaussian SCM | Printing the model | Plotting the graph | Simulating data | Applying an intervention | An intervention can redefine a structural equation | Running an experiment (set of interventions) | Applying the ID algorithm, Do-search and cfid | Counterfactual inference (a simple case) | Counterfactual inference (parallel worlds) | A model with a missing data mechanism | Plotting the graph for a model with missing data mechanism | Simulating incomplete data | Applying Do-search to a missing data problem