[Bayesian Analysis in Expert Systems]: Comment: Graphical Models, Causality and Intervention

Using Iterative Ridge Regression to Explore Associations Between Conditioned Variables

Bar-Yaakov, N., Grossman, Z., & Intrator, N. (2012) · Journal of Computational Biology · doi:10.1089/cmb.2011.0028 · Cited by 1

Context, Causality, and Information Flow: Implications for Privacy Engineering, Security, and Data Economics

Benthall, S. (2018) · eScholarship (California Digital Library) · Cited by 1

Finding Valid Adjustments under Non-ignorability with Minimal DAG KnowledgePreprint

Shah, A., Shanmugam, K., & Ahuja, K. (2021) · arXiv (Cornell University) · doi:10.48550/arxiv.2106.11560 · Cited by 1

G ‐Computation Formula

Daniel, R. (2018) · Wiley StatsRef: Statistics Reference Online · doi:10.1002/9781118445112.stat08030 · Cited by 1

Causal Impact Analysis of Enhanced Phosphorus Effluent Standard on River Water QualityPreprint

Chung, S., & Kim, S. (2022) · SSRN Electronic Journal · doi:10.2139/ssrn.4127249 · Cited by 1

Simpson's Paradox in Psychology

Mangalam, M. (2022) · doi:10.1093/obo/9780199828340-0301 · Cited by 1

Causation ‐ philosophical and other issues

Glymour, C. (2014) · Wiley StatsRef: Statistics Reference Online · doi:10.1002/9781118445112.stat00049

Graphische Analyse kausaler Abhängigkeiten

Kischka, P. (1999) · Physica-Verlag eBooks · doi:10.1007/978-3-662-12433-8_15

Decision Making Based on Causal Graphs

Eherler, D., & Kischka, P. (2001) · Physica-Verlag eBooks · doi:10.1007/978-3-642-57603-4_18

Graph‐Based Criteria of Identifiability of Causal Questions

Shpitser, I. (2012) · Wiley series in probability and statistics · doi:10.1002/9781119945710.ch6

Causal misspecifications in econometric models

Itkonen, J. (2011) · Munich Personal RePEc Archive (Ludwig Maximilian University of Munich)

An Augmented-Based Approach for Compiling Min-based Possibilistic Causal Networks

Ayachi, R., Amor, N. B., & Salem Benferhat, A. (2011) · IEEE International Conference on Tools with Artificial Intelligence (ICTAI) · doi:10.1109/ictai.2011.107

Information Theory and Propensity Score MatchingPreprint

Kuehn, D. P., & Rodas, P. A. C. (2015) · SSRN Electronic Journal · doi:10.2139/ssrn.2646049

Measuring Fitness Effects of Agent-Environment Interactions

McGregor, S., & Mediano, P. A. M. (2018) · Artificial Life · doi:10.1162/artl_a_00269

Spatio/temporal causal models

(1994) · Machine intelligence and pattern recognition · doi:10.1016/b978-0-444-81892-8.50025-0

Causality and Robust OptimizationPreprint

Yabe, A. (2020) · arXiv (Cornell University) · doi:10.48550/arxiv.2002.12626

Machine Learning Methods for Causal Inference with Observational Biomedical Data

Averitt, A. (2020) · doi:10.7916/d8-je06-eh12

Do-calculus enables causal reasoning with latent variable modelsPreprint

Mohammad-Taheri, S., Ness, R. O., Zucker, J., & Olga Vitek, A. (2021) · arXiv (Cornell University)

Visual Analytics Methodologies on Causality Analysis

Wang, H. X. (2019)

Hierarchical Causal Analysis of Natural Languages on a Chain Event GraphPreprint

Yu, X., & Smith, J. Q. (2021) · arXiv (Cornell University) · doi:10.48550/arxiv.2110.01129

References

Manzo, G. (2022) · Wiley eBooks · doi:10.1002/9781119704492.biblio

Causation—II

Glymour, C. (2005) · Encyclopedia of Statistical Sciences · doi:10.1002/0471667196.ess0610.pub2

Causation

Greenland, S. (2005) · Wiley eBooks · doi:10.1002/0470011815.b2a03030

Causation

Greenland, S. (2014) · Wiley eBooks · doi:10.1002/9781118445112.stat05126

Letters to the Editor

(1996) · The American Statistician · doi:10.1080/00031305.1996.10473572

Causation

Greenland, S. (2017) · Wiley eBooks · doi:10.1002/9781118445112.stat05126.pub2

Causation–II

Glymour, C. (2005) · Encyclopedia of Statistical Sciences · doi:10.1002/0471667196.ess0610.pub3

Causation– II

Glymour, C. (2004) · Encyclopedia of Statistical Sciences · doi:10.1002/0471667196.ess0610

Methodological Workflow

Basuchoudhary, A., Bang, J., David, J. A., & Sen, T. (2021) · Springer eBooks · doi:10.1007/978-3-030-81993-4_3

Association between Post-marketing Safety-related Regulatory Actions and Characteristics of New Drugs Approved in Japan between 2005 and 2016

Yuta, W., & Narukawa, M. (2022) · YAKUGAKU ZASSHI · doi:10.1248/yakushi.22-00055

CAUSAL INFERENCE FOR EFFECTS OF PREPAREDNESS OR ACQUISITION OF DISASTER-RELATED INFORMATION ON EVACUATION BEHAVIOR ―A CASE STUDY OF THE HEAVY RAIN EVENT OF 2020 JULY―

Yoshida, M., & Kakimoto, R. (2023) · Japanese Journal of JSCE · doi:10.2208/jscejj.22-00210

The Ecological Consequences of Hypoxia in a Temperate, Freshwater Ecosystem.

Brooks, J. L. (2023) · Carleton University's Institutional Repository (MacOdrum Library, Carleton University) · doi:10.22215/etd/2023-15806

The Fast Rise of Cautious Vehicle-to-X: Towards Evaluating Misbehavior Detection in the Field

Wehmer, M., & Baumgart, I. (2023) · IEEE International Conference on Intelligent Transportation Systems (ITSC) · doi:10.1109/itsc57777.2023.10422080

The Wisconsin Narrative and the Effectiveness of Campaign Visits in the 2016 U.S. Presidential ElectionPreprint

Song, S., & Beveridge, A. A. (2024) · Research Square · doi:10.21203/rs.3.rs-3867726/v1

The Chances of Choices

Stern, R. (2024) · The British Journal for the Philosophy of Science · doi:10.1086/730216

s-ID: Causal Effect Identification in a Sub-population

Abouei, A. M., Mokhtarian, E., & Kiyavash, N. (2024) · Proceedings of the AAAI Conference on Artificial Intelligence · doi:10.1609/aaai.v38i18.30011

What if we intervene?: Higher-order cross-lagged causal model with interventional approach under observational design

Castro, C., Michell, K., Kristjanpoller, W., & Minutolo, M. C. (2024) · Neural Computing and Applications · doi:10.1007/s00521-024-09833-5

Causal query estimation in partially observed biomolecular networks

Mohammad-Taheri, S. (2023) · doi:10.17760/d20620608

Graph Autoencoder and StrNN based Causal Analysis of Mortality in Heart Failure PatientsPreprint

Kim, D. W. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.11.11.622921

Causal Analysis Using DAGs: Theory

Rudas, T. (2024) · Springer texts in statistics · doi:10.1007/978-3-031-55855-9_4

Causal Analysis Using DAGs: Applications and Limitations

Rudas, T. (2024) · Springer texts in statistics · doi:10.1007/978-3-031-55855-9_6

A causal approach to identifying site-specific trigger factors to mass movement processesPreprint

Cárdenas, I. C., & Flage, R. (2025) · Research Square · doi:10.21203/rs.3.rs-6838559/v1

A Causal Inference Framework for Catchment Boundary DelineationPreprint

Janssen, J., Guan, V., & Ameli, A. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5389768

Older sisters and younger siblings: How is school performance affected by sibling gender?

Cools, S. (2025) · Economics of Education Review · doi:10.1016/j.econedurev.2025.102709

Identifying instrumental variables for causal inference

Moreira, F. (2025) · Cogent Economics & Finance · doi:10.1080/23322039.2025.2588052

Causal machine learning uncovers conditions for convective intensification driven by organic and sulfate aerosols

Wang, D., Jie-xi, L., & Lu, J. (2025) · Scientific Reports · doi:10.1038/s41598-025-28939-x

AGCD-Net: Attention Guided Context Debiasing Network for Emotion Recognition

Devi, V., Bohi, A., & Kumar, P. (2026) · Lecture notes in computer science · doi:10.1007/978-3-032-10185-3_42

The Causal Influence of Grammatical Gender on Distributional Semantics

Stańczak, K., Du, K., Williams, A., Augenstein, I., & Cotterell, R. (2024) · Transactions of the Association for Computational Linguistics · doi:10.1162/tacl_a_00723

Observation or intervention? Inference with Bayesian belief networks in tourism research

Lu, Y., & Zheng, Q. (2026) · Current Issues in Tourism · doi:10.1080/13683500.2026.2641804

Methodological developments around causal inference and the analysis of high-dimensional data

Étiévant, L. (2020) · theses.fr (ABES) · doi:10.70675/cc7325c9z1b54z4dfdzae69z16d7272d9088

Causal Inference from Heterogeneous Data with Missing Data : Application to Critical Care Management

Mayer, I. (2021) · theses.fr (ABES) · doi:10.70675/2f432d6cz11f8z4d0bza530zbc10fbe668bc

Generalizing a causal effect from a trial to a target population : methodological and theoretical contributions

Colnet, B. (2023) · theses.fr (ABES) · doi:10.70675/11bb1cf9za376z4336z8998z647534b40e3e

Apprentissage de réseaux bayésiens et réseaux causaux avec savoirs incertains d'experts

Journe, A. (2023) · doi:10.70675/f8567bd0za995z4ce9z9fd2z1d589bb09d51

A Data-Based Assessment of the Impact of Marijuana Legalization on Vehicle Accident Experience

Lyubchich, V. (2025) · Variance · doi:10.66573/001c.133674

Unraveling fishing and upwelling impacts on Sardinella aurita and Sardina pilchardus in the Canary Current Upwelling

Cabrera-Busto, J., Buttay, L., Ramírez‐Romero, E., Llope, M., & Planque, B. (2026) · ICES Journal of Marine Science · doi:10.1093/icesjms/fsaf242

To fail or not to fail? Disentangling capital and liquidity effects on US banks default

Durand, P., Quang, G. L., & Vialfont, A. (2026) · Applied Economics · doi:10.1080/00036846.2026.2669656

How does temperature causally influence short-term streamflow response? Evidence from 1604 catchments across the UK, Central Europe, and Australia

Abbasizadeh, H., Máca, P., Ninad, U., & Hanel, M. (2026) · Journal of Hydrology · doi:10.1016/j.jhydrol.2026.135945

TCSE: Time-aware Causal Disentanglement with Semantic Knowledge Enhancement for Personalized Mobile Application Recommendation

Li, Q., He, S., Zhao, Y., Chen, N., Wang, J., & Ma, Y. (2026) · ACM Transactions on the Web · doi:10.1145/3838705

Self-Balancing Neural Network: A novel method for estimating the average treatment effect

Abdisa, A. G., Qiu, Y., & Zhou, Y. (2026) · Knowledge-Based Systems · doi:10.1016/j.knosys.2026.116849

[Bayesian Analysis in Expert Systems]: Comment: Assessing the Science Behind Graphical Modelling Techniques

Dempster, A. P. (1993) · Statistical Science · doi:10.1214/ss/1177010889

[Bayesian Analysis in Expert Systems]: Comment: Conditional Independence and Causal Inference

Glymour, C., & Spirtes, P. (1993) · Statistical Science · doi:10.1214/ss/1177010890 · Cited by 1

Graphical models and causality, part 3

Maathuis, M. H. (2014)

Graphical models for causal inference

Lauritzen, S. L. (2009) · Cited by 8

Methods for Graphical Models and Causal Inference

Kalisch, M., Hauser, A., & Maechler, M. (2015) · Cited by 1