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Constructing Causal Life-Course Models: Comparative Study of Data-Driven and Theory-Driven Approaches.
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- American Journal of Epidemiology, 2023, v. 192, n. 11, p. 1917, doi. 10.1093/aje/kwad144
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Causal Discovery for Observational Sciences Using Supervised Machine Learning.
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- Journal of Data Science, 2023, v. 21, n. 2, p. 255, doi. 10.6339/23-JDS1088
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- Article
Inferring causation from time series in Earth system sciences.
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- Nature Communications, 2019, v. 10, n. 1, p. N.PAG, doi. 10.1038/s41467-019-10105-3
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- Article
Review of Causal Discovery Methods Based on Graphical Models.
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- Frontiers in Genetics, 2019, p. N.PAG, doi. 10.3389/fgene.2019.00524
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- Article
Mixed graphical models for integrative causal analysis with application to chronic lung disease diagnosis and prognosis.
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- Bioinformatics, 2019, v. 35, n. 7, p. 1204, doi. 10.1093/bioinformatics/bty769
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- Article
Learning causality and causality-related learning: some recent progress.
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- National Science Review, 2018, v. 5, n. 1, p. 26, doi. 10.1093/nsr/nwx137
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- Article
The three faces of faithfulness.
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- Synthese, 2016, v. 193, n. 4, p. 1011, doi. 10.1007/s11229-015-0673-9
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Causal Bounds and Observable Constraints for Non-deterministic Models.
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- Journal of Machine Learning Research, 2012, v. 13, n. 3, p. 829
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Intervention, determinism, and the causal minimality condition.
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- Synthese, 2011, v. 182, n. 3, p. 335, doi. 10.1007/s11229-010-9751-1
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- Article
Actual causation: a stone soup essay.
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- Synthese, 2010, v. 175, n. 2, p. 169, doi. 10.1007/s11229-009-9497-9
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Introduction to Causal Inference.
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- Journal of Machine Learning Research, 2010, v. 11, n. 5, p. 1643
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- Article
Tabu Search-Enhanced Graphical Models for Classification in High Dimensions.
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- INFORMS Journal on Computing, 2008, v. 20, n. 3, p. 423, doi. 10.1287/ijoc.1070.0255
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- Article
Detection of Unfaithfulness and Robust Causal Inference.
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- Minds & Machines, 2008, v. 18, n. 2, p. 239, doi. 10.1007/s11023-008-9096-4
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- Article
Learning the Structure of Linear Latent Variable Models.
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- Journal of Machine Learning Research, 2006, v. 7, n. 2, p. 191
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- Article
Causal Inference of Ambiguous Manipulations.
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- Philosophy of Science, 2004, v. 71, n. 5, p. 833, doi. 10.1086/425058
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- Article
Using Path Diagrams as a Structural Equation Modeling Tool.
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- Sociological Methods & Research, 1998, v. 27, n. 2, p. 182, doi. 10.1177/0049124198027002003
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- Article
VANISHING TETRAD DIFFERENCES AND MODEL STRUCTURE.
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- International Journal of Uncertainty, Fuzziness & Knowledge-Based Systems, 1996, v. 4, n. 3, p. 209, doi. 10.1142/S0218488596000123
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- Article
Finding Latent Variable Models in Large Databases.
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- International Journal of Intelligent Systems, 1992, v. 7, n. 7, p. 609, doi. 10.1002/int.4550070704
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Simulation Studies of the Reliability of Computer-Aided Model Specification Using the TETRAD II, EQS, and LISREL Programs.
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- Sociological Methods & Research, 1990, v. 19, n. 1, p. 3, doi. 10.1177/0049124190019001001
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Reply to Comments.
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- Sociological Methods & Research, 1990, v. 19, n. 1, p. 107, doi. 10.1177/0049124190019001005
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- Article
Treatment selection by constraint propagation a case study in cutting fluid selection.
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- AI EDAM, 1988, v. 2, n. 3, p. 135, doi. 10.1017/S0890060400000627
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- Article
Exploring Causal Structure with the TETRAD Program.
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- Sociological Methodology, 1988, v. 18, n. 1, p. 411, doi. 10.2307/271054
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- Article