Guides
Do‑Calculus & Identification
Browse 4 free mental model guides in Do‑Calculus & Identification.
Guides in this category
Adjustment Set Selection
The process of identifying which variables to control for to isolate causal relationships in complex systems.
Read guideInterventions and the Do-Operator
A tool for distinguishing between seeing a relationship (correlation) and predicting the effect of making a change (causation).
Read guideThe G-Formula
A mathematical formula that identifies causal effects from observational data by adjusting for confounders, enabling estimation of what would happen under different treatment scenarios.
Read guideConditioning on a Collider
The practice of analyzing a subset of data based on a shared effect of a cause and an outcome, which can create spurious associations.
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