Causal Inference, Machine Learning, Azure, Microsoft, Data Science.
almost all real-world applications when we are considering causal modeling for treatment effects, confounders are an inherent problem. The challenges lie in how to find and control for confounders. It’s important to remember that if a proposed confounding variable could not possibly affect the