AI, Data Science, Predictions, Machine Learning, Causal Inference.
consequences in this instance. At the very least, suboptimal decisions can be expected. So, how can this challenge be overcome? Using doubleML to produce unbiased interventional and counterfactual predictions Double Machine Learning (DoubleML) provides a framework to estimate unbiased relationships