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stat.OT2026
A Law of Iterated Expectation Primer for Causal Inference
Ashley I. Naimi, Razieh Nabi, Lindsay J. Collin +3
The g-formula is a foundational tool for identifying causal effects in observational data. This tool is based on the law of iterated expectation, a key mathematical identity in sta…
stat.OT2025
Unifying Statistical and Mathematical Modeling Through a Causal Inference Lens
Paul N Zivich
Within the biological, physical, and social sciences, there are two broad quantitative traditions: statistical and mathematical modeling. Both traditions have the common pursuit of…