#Causal inference
Latest news articles tagged with "Causal inference". Follow the timeline of events, related topics, and entities.
Articles (4)
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🇺🇸 General sample size analysis for probabilities of causation: a delta method approach
[USA]
arXiv:2602.17070v1 Announce Type: cross Abstract: Probabilities of causation (PoCs), such as the probability of necessity and sufficiency (PNS), are important tools for decision making but are genera...
Related: #Statistical sample‑size analysis, #Delta method applications, #Bounded estimation of causal quantities, #Interdisciplinary methodology -
🇺🇸 Causal and Compositional Abstraction
[USA]
arXiv:2602.16612v1 Announce Type: cross Abstract: Abstracting from a low level to a more explanatory high level of description, and ideally while preserving causal structure, is fundamental to scient...
Related: #Category theory, #Model abstraction, #AI interpretability, #Scientific methodology -
🇺🇸 Leveraging Large Language Models for Causal Discovery: a Constraint-based, Argumentation-driven Approach
[USA]
arXiv:2602.16481v1 Announce Type: new Abstract: Causal discovery seeks to uncover causal relations from data, typically represented as causal graphs, and is essential for predicting the effects of in...
Related: #Symbolic reasoning, #Argumentation, #Constraint‑based methods, #Large language models -
🇺🇸 This human study did not involve human subjects: Validating LLM simulations as behavioral evidence
[USA]
arXiv:2602.15785v1 Announce Type: new Abstract: A growing literature uses large language models (LLMs) as synthetic participants to generate cost-effective and nearly instantaneous responses in socia...
Related: #Synthetic sampling, #AI‑augmented research design, #Methodological guidance, #Social science experimentation
About the topic: Causal inference
The topic "Causal inference" aggregates 4+ news articles from various countries.