Robustness Metric for Quantifying Causal Model Confidence and Parameter Uncertainty

Garrett Waycaster, Christian Bes, Volodymyr Bilotkach +3

Many methods of estimating causal models do not provide estimates of confidence in the resulting model. In this work, a metric is proposed for validating the output of a causal mod…