Guides
Do‑Calculus & Identification
4 free guides in this category.
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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