Works matching DE "CAUSAL inference"

Results: 2049

Causal Relationship Between Immune Cells and Venous Thromboembolism: A Bidirectional Two-Sample Mendelian Randomization Study.

Published in:

Vascular Health & Risk Management, 2025, v. 21, p. 181, doi. 10.2147/VHRM.S497476

By:

Su, Qiwen;
Li, Yue;
Wen, Cheng;
Li, Lilong;
Ye, Qianling;
Chen, Ming;
Xie, Linyang;
Hu, Chenming;
Wu, Huaping

Publication type:

Article

Outcome adaptive propensity score methods for handling censoring and high-dimensionality: Application to insurance claims.

Published in:

Statistical Methods in Medical Research, 2025, v. 34, n. 5, p. 847, doi. 10.1177/09622802241306856

By:

Du, Jiacong;
Yu, Youfei;
Zhang, Min;
Wu, Zhenke;
Ryan, Andrew M;
Mukherjee, Bhramar

Publication type:

Article

Addressing Endogeneity Using a Two-Stage Copula Generated Regressor Approach.

Published in:

Journal of Marketing Research (JMR), 2025, v. 62, n. 4, p. 601, doi. 10.1177/00222437241296453

By:

Yang, Fan;
Qian, Yi;
Xie, Hui

Publication type:

Article

Two-Sample Network Mendelian Randomization and Single-Cell Analysis Reveal the Causal Associations and Underlying Mechanisms Between Antihypertensive Drugs and Kidney Cancer.

Published in:

Journal of Cancer, 2025, v. 16, n. 8, p. 2690, doi. 10.7150/jca.110850

By:

Ruiyi Deng;
Mingrui Zou;
Jianhui Qiu;
Jiaheng Shang;
Chaojian Yu;
Peidong Tian;
Yizhou Wang;
Lin Cai;
Jingcheng Zhou;
Kan Gong

Publication type:

Article

A UNIFIED INFERENCE FRAMEWORK FOR MULTIPLE IMPUTATION USING MARTINGALES.

Published in:

Statistica Sinica, 2024, v. 34, n. 3, p. 1649, doi. 10.5705/ss.202021.0404

By:

Qian Guan;
Shu Yang

Publication type:

Article

G‐Estimation With Partial Interference.

Published in:

Stat, 2025, v. 14, n. 2, p. 1, doi. 10.1002/sta4.70059

By:

Kilpatrick, Kayla W.;
Saul, Bradley C.;
Hudgens, Michael

Publication type:

Article

Reliable prediction for TBM energy consumption during tunnel excavation: A novel technique balancing explainability and performance.

Published in:

Underground Space (2096-2754), 2025, v. 22, p. 77, doi. 10.1016/j.undsp.2024.09.004

By:

Wenli Liu;
Yafei Qi;
Fenghua Liu

Publication type:

Article

Standardization and Prediction to Control Confounding: Estimating Risk Differences and Ratios for Clinical Interpretations and Decision Making.

Published in:

Annals of Internal Medicine, 2025, v. 178, n. 6, p. 829, doi. 10.7326/ANNALS-25-00082

By:

Localio, A. Russell;
Henegan, James A.;
Chang, Stephanie;
Meibohm, Anne R.;
Ross, Eric A.;
Goodman, Steven N.;
Couper, David;
Guallar, Eliseo;
Griswold, Michael E.

Publication type:

Article

Evaluating the Causal Association between Circulating Plasma Proteins, 731 Immune Cell Phenotypes, and Atopic Dermatitis: A Mediation Mendelian Randomization Study.

Published in:

International Archives of Allergy & Immunology, 2025, v. 186, n. 6, p. 556, doi. 10.1159/000542527

By:

Zhang, Wenjing;
Wei, Shanshan;
Li, Qian;
Yin, Li;
Zhu, Junhao;
Yang, Shan;
Zhu, Silang;
Lai, Kuan

Publication type:

Article

Causal analysis with multidimensional treatments: A brief review with application on religious profiles and substance abuse among emerging adults.

Published in:

Communications in Statistics: Case Studies & Data Analysis, 2025, v. 11, n. 2, p. 189, doi. 10.1080/23737484.2025.2474752

By:

Liu, Jianxuan;
Schmitz, Karie;
Guo, Siying;
Liu, Yixuan

Publication type:

Article

Measuring Negative Causal Impact of Product Launches Using Constrained Shapley-based Causal Inference.

Published in:

Journal of Computational Analysis & Applications, 2025, v. 34, n. 5, p. 201, doi. 10.48047/jocaaa.2025.34.05.15

By:

Uddandarao, Dharmateja Priyadarshi

Publication type:

Article

Multi-Dimensional Anomaly Detection and Fault Localization in Microservice Architectures: A Dual-Channel Deep Learning Approach with Causal Inference for Intelligent Sensing.

Published in:

Sensors (14248220), 2025, v. 25, n. 11, p. 3396, doi. 10.3390/s25113396

By:

Xing, Suchuan;
Wang, Yihan;
Liu, Wenhe

Publication type:

Article

Design-Based Theory for Lasso Adjustment in Randomized Block Experiments and Rerandomized Experiments.

Published in:

Journal of Business & Economic Statistics, 2025, v. 43, n. 3, p. 544, doi. 10.1080/07350015.2024.2403381

By:

Zhu, Ke;
Liu, Hanzhong;
Yang, Yuehan

Publication type:

Article

An Improved Divide-and-Conquer Approach to Estimating Mean Functional, with Application to Average Treatment Effect Estimation.

Published in:

Journal of Business & Economic Statistics, 2025, v. 43, n. 3, p. 520, doi. 10.1080/07350015.2024.2395429

By:

Zhu, Zhengtian;
Zhu, Liping

Publication type:

Article

A Meta-Learning Approach for Estimating Heterogeneous Treatment Effects Under Hölder Continuity.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 11, p. 1739, doi. 10.3390/math13111739

By:

Zhao, Zhihao;
Zhou, Congyang

Publication type:

Article

A comparison of propensity score-based causal estimators for analyzing partially missing confounder.

Published in:

Communications for Statistical Applications & Methods, 2025, v. 32, n. 3, p. 259, doi. 10.29220/CSAM.2025.32.3.259

By:

Bagmar, Shaddam Hossain;
Hua Shen

Publication type:

Article

Exploring lipid-modifying therapies for sepsis through the modulation of circulating inflammatory cytokines: a Mendelian randomization study.

Published in:

World Journal of Emergency Medicine, 2025, v. 16, n. 3, p. 256, doi. 10.5847/wjem.j.1920-8642.2025.045

By:

Quan Li;
Yun Qu;
Jinfang Xue;
Hai Kang;
Chuanzhu Lyu

Publication type:

Article

Few-shot SAR target recognition based on deep causal metric learning.

Published in:

International Journal of Remote Sensing, 2025, v. 46, n. 12, p. 4629, doi. 10.1080/01431161.2025.2511204

By:

Wang, Ke;
Qiao, Qi;
Mao, Yuqian;
Xu, Yihan

Publication type:

Article

Causal relationships between alterations in shear stress-related genes and aneurysmal subarachnoid hemorrhage.

Published in:

Orphanet Journal of Rare Diseases, 2025, v. 20, n. 1, p. 1, doi. 10.1186/s13023-025-03784-3

By:

Wu, Xiaoxin;
Dai, Yuanyuan;
Niu, Xingyang;
Zhang, Minghao;
Li, Jiaoxing;
Xie, Yi;
Sheng, Wenli;
Ye, Fei

Publication type:

Article

Interactions between substance and non-substance use disorders, dissociative disorders, and the related underlying psychological conditions - psychopathological observation, causal inferences, and treatment.

Published in:

Journal of Psychiatry & Clinical Psychology / Psychiatria i Psychologia Kliniczna, 2024, v. 24, n. 4, p. 363, doi. 10.15557/PiPK.2024.0046

By:

Atzori, Emanuela;
Orsini, Ombretta;
Montanaro, Dori

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

Research Advance of Causal Inference in Clinical Medicine: A Bibliometrics Analysis via Citespace.

Published in:

Journal of Multidisciplinary Healthcare, 2025, v. 18, p. 2603, doi. 10.2147/JMDH.S516826

By:

Qin, Guoqiang;
Wei, Jianxiang;
Sun, Yuehong;
Du, Wenwen

Publication type:

Article

Applying causal diagrams with measurement error: an outline and further considerations.

Published in:

International Journal of Epidemiology, 2025, v. 54, n. 3, p. 1, doi. 10.1093/ije/dyaf070

By:

Rudolph, Jacqueline E;
Ross, Rachael K

Publication type:

Article

Change scores and baseline adjustment: splitting the difference (in differences).

Published in:

International Journal of Epidemiology, 2025, v. 54, n. 3, p. 1, doi. 10.1093/ije/dyaf042

By:

Dukes, Oliver;
Shahn, Zach;
Renson, Audrey

Publication type:

Article

Multi-Source Domain Adaptation by Causal-Guided Adaptive Multimodal Diffusion Networks.

Published in:

International Journal of Computer Vision, 2025, v. 133, n. 7, p. 4623, doi. 10.1007/s11263-025-02401-x

By:

Cai, Ziyun;
Huang, Yawen;
Zhang, Tengfei;
Zheng, Yefeng;
Yue, Dong

Publication type:

Article

Causal association between gut microbiota and endometrial cancer in European and East Asian populations: a two-sample Mendelian randomization study.

Published in:

BMC Women's Health, 2025, v. 25, n. 1, p. 1, doi. 10.1186/s12905-025-03789-x

By:

Chen, Jiaqi;
Li, Haiqing;
Long, Xinrui;
Tong, Hao;
Xin, Xin;
Zhang, Han;
Li, Yeyao;
Liu, Ping;
He, Xiaolin;
Chen, Zhuoyuan

Publication type:

Article

SP-CPGCN: 用于尘肺病分期的超像素先验因果感知图卷积网络.

Published in:

Application Research of Computers / Jisuanji Yingyong Yanjiu, 2025, v. 42, n. 6, p. 1873, doi. 10.19734/j.issn.1001-3695.2024.08.0352

By:

王月莹;
纪国华;
冯伟毅;
赵涓涓;
强彦;
马建芬;
施熠炜;
杨帆

Publication type:

Article

Exploring treatment effects and fluid resuscitation strategies in septic shock: a deep learning-based causal inference approach.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-03141-1

By:

Kang, Yoonjin;
Ahn, Shin Young;
Kang, Min Woo

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

孟德尔随机化研究甲状腺功能减退症与骨质疏松症的因果关系.

Published in:

Chinese Journal of Osteoporosis, 2025, v. 31, n. 6, p. 855, doi. 10.3969/j.issn.1006-7108.2025.06.012

By:

吴天强;
韩昕宇;
王业;
刘春燕;
赵娜;
马建

Publication type:

Article

Neural Hawkes: non-parametric estimation in high dimension and causality analysis in cryptocurrency markets.

Published in:

Quantitative Finance, 2025, v. 25, n. 5, p. 671, doi. 10.1080/14697688.2025.2477673

By:

Fabre, Timothee;
Muni Toke, Ioane

Publication type:

Article

On Incremental Incidence Rates in Long-Term Cohort Safety Studies.

Published in:

Statistics in Biopharmaceutical Research, 2013, v. 5, n. 3, p. 158, doi. 10.1080/19466315.2013.804876

By:

Aras, Girish;
Yang, Jingyuan;
Shao, Yongwu

Publication type:

Article

Learning From Epidemiology: Interpreting Observational Database Studies for the Effects of Medical Products.

Published in:

Statistics in Biopharmaceutical Research, 2013, v. 5, n. 3, p. 170, doi. 10.1080/19466315.2013.791638

By:

Ryan, Patrick;
Suchard, Marc A.;
Schuemie, Martijn;
Madigan, David

Publication type:

Article

The Taguchi approach to large-scale experimental designs: A powerful and efficient tool for advancing marketing theory and practice.

Published in:

Journal of the Academy of Marketing Science, 2025, v. 53, n. 3, p. 949, doi. 10.1007/s11747-024-01059-0

By:

Moffett, Jordan W.;
Fennell, Patrick;
Harmeling, Colleen M.;
Sheehan, Daniel;
Bleier, Alexander

Publication type:

Article

The effect of second screening on repeat viewing: Insights from large-scale mobile diary data.

Published in:

Journal of the Academy of Marketing Science, 2025, v. 53, n. 3, p. 907, doi. 10.1007/s11747-024-01048-3

By:

Gelper, Sarah;
Lovett, Mitchell J.;
Peres, Renana

Publication type:

Article

Combining Broad and Narrow Case Definitions in Matched Case-Control Studies: Firearms in the Home and Suicide Risk.

Published in:

Journal of the American Statistical Association, 2025, v. 120, n. 550, p. 698, doi. 10.1080/01621459.2024.2441519

By:

Ye, Ting;
Chen, Kan;
Small, Dylan

Publication type:

Article

Inferring Causal Effect of a Digital Communication Strategy under a Latent Sequential Ignorability Assumption and Treatment Noncompliance.

Published in:

Journal of the American Statistical Association, 2025, v. 120, n. 550, p. 685, doi. 10.1080/01621459.2024.2435655

By:

Ohnishi, Yuki;
Karmakar, Bikram;
Kar, Wreetabrata

Publication type:

Article

Valid Inference After Causal Discovery.

Published in:

Journal of the American Statistical Association, 2025, v. 120, n. 550, p. 1127, doi. 10.1080/01621459.2024.2402089

By:

Gradu, Paula;
Zrnic, Tijana;
Wang, Yixin;
Jordan, Michael I.

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

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

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

When, why and how are estimated effects transported between populations? A scoping review of studies applying transportability methods.

Published in:

European Journal of Epidemiology, 2025, v. 40, n. 3, p. 255, doi. 10.1007/s10654-025-01217-w

By:

Manke-Reimers, Fabian;
Brugger, Vincent;
Bärnighausen, Till;
Kohler, Stefan

Publication type:

Article

Causal Associations Between Lipids, NPC1L1, and Liver Cancer Risk: Insights From Mendelian Randomization and Bioinformatics.

Published in:

Journal of Gastroenterology & Hepatology, 2025, v. 40, n. 6, p. 1602, doi. 10.1111/jgh.16897

By:

Guo, Xiaoyan;
Wu, Lili;
Lai, Jing;
Wu, Yuankai;
Chen, Dianke

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

Identification of novel susceptibility loci for testicular germ cell tumors through multi-omics analysis.

Published in:

Discover Oncology, 2025, v. 16, n. 1, p. 1, doi. 10.1007/s12672-025-02775-x

By:

Xu, Yuangao;
Shi, Hua;
Xiong, Jieyu;
Wu, Yikun;
Wu, Xiaoyu;
Xu, Yuanbo;
Wang, Yuanlin;
Xu, Shuxiong

Publication type:

Article

Bayesian propensity score analysis for misclassified multinomial data.

Published in:

Statistical Papers, 2025, v. 66, n. 5, p. 1, doi. 10.1007/s00362-025-01724-8

By:

Ma, Yuhan;
Song, Joon Jin

Publication type:

Article

Causal ECGNet: leveraging causal inference for robust ECG classification in cardiac disorders.

Published in:

Frontiers in Physiology, 2025, p. 1, doi. 10.3389/fphys.2025.1543417

By:

Wang, Mei;
You, Cong;
Zhang, Wei;
Xu, Zibo;
Liang, Qi;
Li, Qiang

Publication type:

Article

Personalized strategies for high-risk acute pulmonary embolism: addressing the "catastrophic" subgroup. Author's reply.

Published in:

2025

By:

Hoffmann, Sabine;
Schomaker, Michael;
Binzenhöfer, Leonhard;
Thiele, Holger;
Lüsebrink, Enzo

Publication type:

Letter

Post-Bariatric Anemia Recovery: Addressing Surgical Imbalance and Inflammation.

Published in:

Obesity Surgery, 2025, v. 35, n. 6, p. 2015, doi. 10.1007/s11695-025-07897-3

By:

Tao, Yutao;
Bao, Ziyang

Publication type:

Article