Simulation-Ready Causal Data Generating Processes


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Documentation for package ‘causalsim’ version 0.1.0

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causalsim Simulate a causal dataset with known ground truth
causalsim_covar Define a covariate for a causal DGP
causalsim_dgp Create a causal data generating process
causalsim_draw Draw a dataset from a causal DGP
causalsim_eval Evaluate a causal estimator against a known DGP
causalsim_eval_grid Evaluate an estimator across a parameter grid
plot.causalsim_eval Plot the distribution of estimates from a causalsim_eval result
summary.causalsim_eval Summarise a causalsim_eval result