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Open access

Research article

First published 2013-3-1

Hierarchical Bayesian models as formal models of causal reasoning

York Hagmayer, Ralf Mayrhofer

Argument & Computation

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Research article

First published 2022-8

Mitigating Selection Bias: A Bayesian Approach to Two-stage Causal Modeling With Instrumental Variables for Nonnormal Missing Data

Dingjing Shi, Xin Tong

Sociological Methods & Research

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Research article

First published 2003

Learning a Causal Model from Household Survey Data by Using a Bayesian Belief Network

Francisco J. Torres, Manfred Huber

Transportation Research Record: Journal of the Transportation Research Board

Open access

Research article

First published 2014

Modeling the Altered Expression Levels of Genes on Signaling Pathways in Tumors as Causal Bayesian Networks

Richard Neapolitan, Diyang Xue, Xia Jiang

Cancer Informatics

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Research article

First published 2012-8

Deriving causal Bayesian networks from human reliability analysis data: A methodology and example model

Katrina M Groth, Ali Mosleh

Proceedings of the Institution of Mechanical Engineers,Part O: Journal of Risk and Reliability

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Research article

First published 2009-10

Complexities and Challenges in the Use of Bayesian Belief Networks: Informing the Design of Causal Influence Models

Jonathan Pfautz, David Koelle, Eric Carlson [...]

Proceedings of the Human Factors and Ergonomics Society Annual Meeting

Open access

Research article

First published 2026

Prediction Model for Low Bone Mineral Density in Cancer Survivors and Age-Matched Controls Using a Causal Bayesian Network: A Nationwide Population-Based Study in Korea

Sujeong Han, Sung-Bae Park, Sohee Oh [...]

Clinical Medicine Insights: Oncology

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Research article

First published 2020-9

Estimation of causal effects with repeatedly measured outcomes in a Bayesian framework

Kuan Liu, Olli Saarela, Brian M Feldman [...]

Statistical Methods in Medical Research

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Research article

First published 2013-11

Change and safety: decision-making from data

George Bearfield, Anna Holloway, William Marsh

Proceedings of the Institution of Mechanical Engineers,Part F: Journal of Rail and Rapid Transit

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Research article

First published 2010-04

Causal hidden variable model of pathogenic contamination from pig to pork

Jukka Ranta, Kirsi-Maarit Siekkinen, Lasse Nuotio [...]

Statistical Modelling

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