The Mathematics of Causal Inference
Judea Pearl · eScholarship (California Digital Library) · 2013
This paper reviews concepts, principles and tools that have led to a coherent mathematical theory of causation based on structural models.The theory provides solutions to a number of problems in causal inference, including questions of confounding control, policy analysis, mediation, missing data and the integration of data from diverse studies.