R6 Class for Structural Causal Models

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Documentation for package ‘R6causal’ version 0.8.3

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

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 distribution of a linear Gaussian SCM
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 simulation
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 variables have Gaussian distribution
ParallelWorld	R6 Class for parallel world models
R6causalimport	R6causal: R6 class for structural causal models
run_experiment	Conduct a sequence of interventions and collect the simulated data.
SCM	R6 Class for structural causal models
trapdoor	SCM "trapdoor" used in the examples.