analytic_linear_gaussian | Simulate data from a conditional linear Gaussian SCM |
analytic_linear_gaussian_conditining | Return the mean and the covariance matrix of the conditional... |
backdoor | SCM "backdoor" used in the examples. |
backdoor_md | SCM "backdoor_md" used in the examples. |
counterfactual | Counterfactual inference via simulation |
credit | SCM "credit" used in the credit scoring example. |
fairness | Checking fairness of a prediction via counterfactual... |
frontdoor | SCM "frontdoor" used in the examples. |
generate_condprob | Define structural function by a conditional probability table |
LinearGaussianSCM | R6 Class for linear structural causal models where background... |
ParallelWorld | R6 Class for parallel world models |
R6causalimport | R6causal: R6 class for structural causal models |
R6causal-package | R6causal: R6 Class for Structural Causal Models |
run_experiment | Conduct a sequence of interventions and collect the simulated... |
SCM | R6 Class for structural causal models |
trapdoor | SCM "trapdoor" used in the examples. |
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