Causal Inference, Machine Learning, Azure, Microsoft, Data Science.
cannot conclusively say that any difference observed in the outcome is due solely to the treatment. This “mixing of effects” is a confounding effect. A confounding variable (also known as confounder) is a variable that influences both the treatment and outcome, causing a spurious association. Any