Works about CAUSAL inference

Results: 2078

Fast walking reduces the risk of breast cancer: evidence from a Mendelian randomisation study.

Published in:

International Journal of Sport & Exercise Psychology, 2025, v. 23, n. 1, p. 26, doi. 10.1080/1612197X.2023.2284327

By:

Wang, He;
Wang, Yue;
Liu, Shuaian;
Song, Ziqi;
Liu, Shangjie;
Jia, Zhifeng

Publication type:

Article

Causal Inference with Complex Surveys: A Unified Perspective on Sample Selection and Exposure Selection.

Published in:

American Statistician, 2025, v. 79, n. 2, p. 173, doi. 10.1080/00031305.2024.2423814

By:

Nattino, Giovanni;
Ashmead, Robert;
Lu, Bo

Publication type:

Article

Tightening Blocks in Complementary Analyses of Observational Studies: Optimization Algorithm and Examples.

Published in:

American Statistician, 2025, v. 79, n. 1, p. 1, doi. 10.1080/00031305.2024.2393630

By:

Rosenbaum, Paul R.

Publication type:

Article

Prioritizing Variables for Observational Study Design using the Joint Variable Importance Plot.

Published in:

American Statistician, 2024, v. 78, n. 3, p. 318, doi. 10.1080/00031305.2024.2303419

By:

Liao, Lauren D.;
Zhu, Yeyi;
Ngo, Amanda L.;
Chehab, Rana F.;
Pimentel, Samuel D.

Publication type:

Article

One-Step Weighting to Generalize and Transport Treatment Effect Estimates to a Target Population.

Published in:

American Statistician, 2024, v. 78, n. 3, p. 280, doi. 10.1080/00031305.2023.2267598

By:

Chattopadhyay, Ambarish;
Cohn, Eric R.;
Zubizarreta, José R.

Publication type:

Article

Causal Quartets: Different Ways to Attain the Same Average Treatment Effect.

Published in:

American Statistician, 2024, v. 78, n. 3, p. 267, doi. 10.1080/00031305.2023.2267597

By:

Gelman, Andrew;
Hullman, Jessica;
Kennedy, Lauren

Publication type:

Article

Multiple-Model-based Robust Estimation of Causal Treatment Effect on a Binary Outcome with Integrated Information from Secondary Outcomes.

Published in:

American Statistician, 2024, v. 78, n. 2, p. 150, doi. 10.1080/00031305.2023.2250399

By:

Chen, Chixiang;
Chen, Shuo;
Long, Qi;
Das, Sudeshna;
Wang, Ming

Publication type:

Article

Assignment-Control Plots: A Visual Companion for Causal Inference Study Design.

Published in:

American Statistician, 2023, v. 77, n. 1, p. 72, doi. 10.1080/00031305.2022.2051605

By:

Aikens, Rachael C.;
Baiocchi, Michael

Publication type:

Article

Inference in Experiments Conditional on Observed Imbalances in Covariates.

Published in:

American Statistician, 2022, v. 76, n. 4, p. 394, doi. 10.1080/00031305.2022.2054859

By:

Johansson, Per;
Nordin, Mattias

Publication type:

Article

A Primer on Deep Learning for Causal Inference.

Published in:

Sociological Methods & Research, 2025, v. 54, n. 2, p. 397, doi. 10.1177/00491241241234866

By:

Koch, Bernard J.;
Sainburg, Tim;
Geraldo Bastías, Pablo;
Jiang, Song;
Sun, Yizhou;
Foster, Jacob G.

Publication type:

Article

Graphical Causal Models for Survey Inference.

Published in:

Sociological Methods & Research, 2025, v. 54, n. 1, p. 74, doi. 10.1177/00491241231176851

By:

Schuessler, Julian;
Selb, Peter

Publication type:

Article

Post-Instrument Bias in Linear Models.

Published in:

Sociological Methods & Research, 2024, v. 53, n. 4, p. 1829, doi. 10.1177/00491241231156965

By:

Glynn, Adam N.;
Rueda, Miguel R.;
Schuessler, Julian

Publication type:

Article

Estimating Causal Effects of Multi-Valued Treatments Accounting for Network Interference: Immigration Policies and Crime Rates.

Published in:

Sociological Methods & Research, 2024, v. 53, n. 4, p. 1794, doi. 10.1177/00491241221147503

By:

Tortú, Costanza;
Crimaldi, Irene;
Mealli, Fabrizia;
Forastiere, Laura

Publication type:

Article

Concrete Counterfactual Tests for Process Tracing: Defending an Interventionist Potential Outcomes Framework.

Published in:

Sociological Methods & Research, 2024, v. 53, n. 4, p. 1591, doi. 10.1177/00491241221134523

By:

Runhardt, Rosa W.

Publication type:

Article

Attendance, Completion, and Heterogeneous Returns to College: A Causal Mediation Approach.

Published in:

Sociological Methods & Research, 2024, v. 53, n. 3, p. 1136, doi. 10.1177/00491241221113876

By:

Zhou, Xiang

Publication type:

Article

Assessing the Impact of the Great Recession on the Transition to Adulthood.

Published in:

Sociological Methods & Research, 2024, v. 53, n. 3, p. 1453, doi. 10.1177/00491241221113871

By:

Hong, Guanglei;
Chung, Ha-Joon

Publication type:

Article

A Crash Course in Good and Bad Controls.

Published in:

Sociological Methods & Research, 2024, v. 53, n. 3, p. 1071, doi. 10.1177/00491241221099552

By:

Cinelli, Carlos;
Forney, Andrew;
Pearl, Judea

Publication type:

Article

Do Quantitative and Qualitative Research Reflect two Distinct Cultures? An Empirical Analysis of 180 Articles Suggests "no".

Published in:

Sociological Methods & Research, 2024, v. 53, n. 3, p. 1035, doi. 10.1177/00491241221082597

By:

Kuehn, David;
Rohlfing, Ingo

Publication type:

Article

Iteration in Mixed-Methods Research Designs Combining Experiments and Fieldwork ,.

Published in:

Sociological Methods & Research, 2024, v. 53, n. 2, p. 729, doi. 10.1177/00491241221082595

By:

Pérez Bentancur, Verónica;
Tiscornia, Lucía

Publication type:

Article

Relevant, Irrelevant, or Ambiguous? Toward a New Interpretation of QCA's Solution Types.

Published in:

Sociological Methods & Research, 2023, v. 52, n. 4, p. 1737, doi. 10.1177/00491241211036153

By:

Haesebrouck, Tim

Publication type:

Article

Optimizing Consistency and Coverage in Configurational Causal Modeling.

Published in:

Sociological Methods & Research, 2023, v. 52, n. 3, p. 1288, doi. 10.1177/0049124121995554

By:

Baumgartner, Michael;
Ambühl, Mathias

Publication type:

Article

From Text Signals to Simulations: A Review and Complement to Text as Data by Grimmer, Roberts & Stewart (PUP 2022).

Published in:

Sociological Methods & Research, 2022, v. 51, n. 4, p. 1868, doi. 10.1177/00491241221123086

By:

Evans, James

Publication type:

Article

The probability of a robust inference for internal validity.

Published in:

Sociological Methods & Research, 2022, v. 51, n. 4, p. 1947, doi. 10.1177/0049124120914922

By:

Li, Tenglong;
Frank, Ken

Publication type:

Article

The Future Strikes Back: Using Future Treatments to Detect and Reduce Hidden Bias.

Published in:

Sociological Methods & Research, 2022, v. 51, n. 3, p. 1014, doi. 10.1177/0049124119875958

By:

Elwert, Felix;
Pfeffer, Fabian T.

Publication type:

Article

How to Deal With Reverse Causality Using Panel Data? Recommendations for Researchers Based on a Simulation Study.

Published in:

Sociological Methods & Research, 2022, v. 51, n. 2, p. 837, doi. 10.1177/0049124119882473

By:

Leszczensky, Lars;
Wolbring, Tobias

Publication type:

Article

Beyond the Facts: Limited Empirical Diversity and Causal Inference in Qualitative Comparative Analysis.

Published in:

Sociological Methods & Research, 2022, v. 51, n. 2, p. 527, doi. 10.1177/0049124119882463

By:

Thiem, Alrik

Publication type:

Article

Critical Tension: Sufficiency and Parsimony in QCA.

Published in:

Sociological Methods & Research, 2022, v. 51, n. 2, p. 541, doi. 10.1177/0049124119882456

By:

Dușa, Adrian

Publication type:

Article

Opening the Blackbox of Treatment Interference: Tracing Treatment Diffusion through Network Analysis.

Published in:

Sociological Methods & Research, 2022, v. 51, n. 1, p. 141, doi. 10.1177/0049124119852384

By:

An, Weihua;
VanderWeele, Tyler J.

Publication type:

Article

Subjective Causality and Counterfactuals in the Social Sciences: Toward an Ethnographic Causality?

Published in:

Sociological Methods & Research, 2021, v. 50, n. 4, p. 1842, doi. 10.1177/0049124119852373

By:

Abell, Peter;
Engel, Ofer

Publication type:

Article

Check Your Truth Conditions!Clarifying the Relationship between Theories of Causation and Social Science Methods for Causal Inference.

Published in:

Sociological Methods & Research, 2021, v. 50, n. 4, p. 1623, doi. 10.1177/0049124119826156

By:

Rohlfing, Ingo;
Zuber, Christina Isabel

Publication type:

Article

Testing Complex Social Theories With Causal Mediation Analysis and G-Computation: Toward a Better Way to Do Causal Structural Equation Modeling.

Published in:

Sociological Methods & Research, 2021, v. 50, n. 3, p. 1376, doi. 10.1177/0049124119826159

By:

Pósch, Krisztián

Publication type:

Article

Using Bayesian Networks to Investigate Psychological Constructs: The Case of Empathy.

Published in:

Psychological Reports, 2024, v. 127, n. 5, p. 2334, doi. 10.1177/00332941221146711

By:

Briganti, Giovanni;
Decety, Jean;
Scutari, Marco;
McNally, Richard J.;
Linkowski, Paul

Publication type:

Article

Field Dynamics Inference for Local and Causal Interactions.

Published in:

Annalen der Physik, 2021, v. 533, n. 5, p. 1, doi. 10.1002/andp.202000486

By:

Frank, Philipp;
Leike, Reimar;
Enßlin, Torsten A.

Publication type:

Article

Meta-path-guided causal inference for hierarchical feature alignment and policy optimization in enhancing resilience of UWSoS.

Published in:

Journal of Supercomputing, 2025, v. 81, n. 2, p. 1, doi. 10.1007/s11227-024-06848-6

By:

Wang, Kexin;
Xue, Dingrui;
Gou, Yingdong;
Qi, Wanlong;
Li, Bo;
Liu, Jiancheng;
Feng, Yinglong;
Lin, Yuqing

Publication type:

Article

Comparative Policy Analysis: The Next 20 Years: Looking Forward and New Challenges.

Published in:

Journal of Comparative Policy Analysis, 2022, v. 24, n. 1, p. 87, doi. 10.1080/13876988.2020.1846124

By:

Radin, Beryl A.

Publication type:

Article

Can We Be Casual about Being Causal?

Published in:

Journal of Comparative Policy Analysis, 2022, v. 24, n. 1, p. 73, doi. 10.1080/13876988.2020.1793327

By:

Peters, B. Guy

Publication type:

Article

Improving Causal Claims in Public Policy through Randomized Designs in the Field.

Published in:

Journal of Comparative Policy Analysis, 2022, v. 24, n. 1, p. 16, doi. 10.1080/13876988.2020.1782751

By:

John, Peter

Publication type:

Article

Policy Effectiveness through Configurational and Mechanistic Lenses: Lessons for Concept Development.

Published in:

Journal of Comparative Policy Analysis, 2022, v. 24, n. 1, p. 33, doi. 10.1080/13876988.2020.1773263

By:

Pattyn, Valérie;
Álamos-Concha, Priscilla;
Cambré, Bart;
Rihoux, Benoît;
Schalembier, Benjamin

Publication type:

Article

On methodological considerations in the meta-analysis of dyslipidemia and hand osteoarthritis.

Published in:

2025

By:

Hsueh, Tai-yuan;
Chen, Yu-Pin

Publication type:

Letter to the Editor

Causal effects of circulating inflammatory proteins on knee and hip osteoarthritis: A two sample Mendelian randomization study.

Published in:

Clinical Rheumatology, 2025, v. 44, n. 1, p. 465, doi. 10.1007/s10067-024-07232-8

By:

Lin, Rongjie;
Zheng, Qingcong;
Zhang, Rui;
Liu, Quan;
Lin, Jianlong;
Weng, Shaohuang;
Chen, Min

Publication type:

Article

Multivariable regression: understanding one of medicine's most fundamental statistical tools.

Published in:

Knee Surgery, Sports Traumatology, Arthroscopy, 2023, v. 31, n. 1, p. 7, doi. 10.1007/s00167-022-07215-9

By:

Varady, Nathan H.;
Pareek, Ayoosh;
Eckhardt, Christina M.;
Williams III, Riley J.;
Madjarova, Sophia J.;
Ollivier, Matthieu;
Martin, R. Kyle;
Karlsson, Jón;
Nwachukwu, Benedict U.

Publication type:

Article

Inferring causal associations in hydrological systems: a comparison of methods.

Published in:

Stochastic Environmental Research & Risk Assessment, 2025, v. 39, n. 6, p. 2427, doi. 10.1007/s00477-025-02977-3

By:

Liang, Hanxu;
Wang, Wensheng;
Liu, Dedi;
Chen, Bin;
Guo, Li;
Liu, Hu;
Yu, Siyi;
Zhang, Dan

Publication type:

Article

Causal inference from observational data in neurosurgical studies: a mini-review and tutorial.

Published in:

2025

By:

Liu, Mingxuan;
Wang, Xinru;
Lee, Jin Wee;
Chakraborty, Bibhas;
Liu, Nan;
Volovici, Victor

Publication type:

Literature Review

Association of Obstructive Sleep Apnea on Heart Failure and Its Risk Factors: A Two-Step Mendelian Randomization Study.

Published in:

Cardiology, 2025, v. 150, n. 3, p. 273, doi. 10.1159/000541360

By:

Liu, Jianhui;
Chen, Zhikui;
Cai, Dihui

Publication type:

Article

Vitamin D and risk of thyroid cancer: a two-sample Mendelian randomization study.

Published in:

Discover Oncology, 2025, v. 16, n. 1, p. 1, doi. 10.1007/s12672-025-03002-3

By:

Shi, Yunbin;
Qian, Lihui;
Ma, Tao;
Huang, Juntao

Publication type:

Article

Assessing the influence of metabolic syndrome on thyroid cancer: insights from a Mendelian randomization approach.

Published in:

Discover Oncology, 2025, v. 16, n. 1, p. 1, doi. 10.1007/s12672-025-02760-4

By:

Ru, Xiaosong;
Su, Ziying;
Guo, Yong

Publication type:

Article

Causal associations between air pollution and breast cancer risk and survival: a Mendelian randomization study.

Published in:

Discover Oncology, 2025, v. 16, n. 1, p. 1, doi. 10.1007/s12672-025-02874-9

By:

Li, Wenhuan;
Yang, Yonggang;
Xie, Rong;
Su, Xinyu;
Shi, Pengfei;
Chen, Lin;
Hu, Bo

Publication type:

Article

Connection between circulating inflammatory cytokines and non-small cell lung cancer: integrated Mendelian randomization and gene function analysis.

Published in:

Discover Oncology, 2025, v. 16, n. 1, p. 1, doi. 10.1007/s12672-025-02817-4

By:

Niu, Ke;
Tang, Jing;
Zhong, Jianxin;
Zheng, Lin;
Zhu, Yayu;
Ling, Huijuan;
Liu, Yu;
Xu, Qing;
Qiu, Ping;
Chen, Liwen

Publication type:

Article

The role of immune cells phenotype in neuroendocrine tumors development.

Published in:

Discover Oncology, 2025, v. 16, n. 1, p. 1, doi. 10.1007/s12672-025-02870-z

By:

Qiao, Jie;
Wu, Yi-Wen;
Wang, Yuan-You;
Huang, Jing-Jing;
Shan, Peng-Fei

Publication type:

Article

Causal relationship between gut microbiota and hepatocellular carcinoma: a two-sample Mendelian randomization and case–control study.

Published in:

Discover Oncology, 2025, v. 16, n. 1, p. 1, doi. 10.1007/s12672-025-02806-7

By:

Yang, Liu;
Wei, Wei;
Wang, Yuekui;
Kuai, Wentao;
Xu, Liang

Publication type:

Article