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Causal Inference
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Foundations
Folder: Research/Bayesian-Statistics/Causal-Inference/Foundations
10 items under this folder.
Jun 28, 2026
Frequentist Causal Estimation
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topic/causal-inference
type/concept
doc/paper
Jun 28, 2026
Summary Causal DAGs: Definition, Node Contraction, and NP-Hardness
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topic/causal-inference
topic/causal-dag
type/definition
doc/paper
Jun 27, 2026
CaGReS Algorithm: Greedy Causal DAG Summarization
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topic/causal-inference
topic/causal-dag
type/concept
doc/paper
Jun 27, 2026
Causal Estimands
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topic/causal-inference
type/definition
doc/paper
Jun 27, 2026
Potential Outcomes Framework
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topic/causal-inference
type/concept
doc/paper
Jun 27, 2026
Zeng 2025 - Overview: Causal DAG Summarization
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topic/causal-inference
topic/causal-dag
type/overview
doc/paper
Jun 17, 2026
s-Separation in Summary DAGs: Sound and Complete CI Identification
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topic/causal-inference
topic/causal-dag
type/theorem
doc/paper
Apr 12, 2026
Canonical Causal DAGs: Node Contraction as Edge Addition
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topic/causal-inference
topic/causal-dag
type/theorem
doc/paper
Apr 12, 2026
Index: Causal Inference Foundations
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Apr 12, 2026
Do-Calculus in Summary Causal DAGs: Soundness, Completeness, and ATE Computation
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topic/causal-inference
topic/causal-dag
type/theorem
doc/paper