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Causal Inference Using Parametric Structural Equation Models (causality talk 1)
The Component Cause Model
An introduction to Causal Inference with Python – making accurate estimates of cause and effect from
Uplift Modeling: From Causal Inference to Personalization - CIKM 2023 Tutorial
Causal Graphs as Statistical Models
Basics of Modeling Behavior: Causal Inference Bootcamp
Data science tutorial: Synthetic Control Models for Causal Inference
03 causality causal model and Bradford hill
The Mathematics of Causal Inference, with Reflections on Machine Learning and the Logic of Science
Introduction to Causal Graphical Models: Graphs, d-separation, do-calculus
Learning Representations Using Causal Invariance - Leon Bottou
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Last Updated: August 16, 2026
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