Bayesian random effects meta-analysis of trials with binary outcomes: methods for the absolute risk difference and relative risk scales

Warn, D. E., Thompson, S. G., Spiegelhalter, D. J.·2002·Statistics in Medicine
DOI 10.1002/sim.1189

Cited by (277)

Items 201–277 of 277

  1. Comparison of Frequentist and Bayesian Meta-Analysis Models for Assessing the Efficacy of Decision Support Systems in Reducing Fungal Disease Incidence
    Elena Lázaro, David Makowski, Joaquín Martínez‐Minaya, Antonio Vicent Civera · 2020 · Agronomy
  2. Single-round performance of colorectal cancer screening programs: a network meta-analysis of randomized clinical trials
    Teruhiko Terasawa, Toshihiro Tadano, Koichiro Abe, Seiju Sasaki, Satoyo Hosono, Takafumi Katayama, Keika Hoshi, Tomio Nakayama, Chisato Hamashima · 2025 · BMC Medicine
  3. A sensitivity analysis framework for the treatment effect measure used in the meta‐analysis of comparative binary data from randomised controlled trials
    Dan Jackson, Rose Baker, Jack Bowden · 2012 · Statistics in Medicine
  4. BAYESIAN META-ANALYSIS ON MEDICAL DEVICES: APPLICATION TO IMPLANTABLE CARDIOVERTER DEFIBRILLATORS
    Ji-Hee Youn, Joanne L. Lord, Karla Hemming, Alan J. Girling, Martin J Buxton · 2012 · International Journal of Technology Assessment in Health Care
  5. Network meta-analysis of efficacy and safety of competitive oral anticoagulants in patients undergoing radiofrequency catheter ablation of atrial fibrillation
    Peijun Li, Jun Xiao, Qing Zhen Yang, Yuan Feng, Ting Wang, Guanjian Liu, Zong-An Liang · 2016 · Journal of Interventional Cardiac Electrophysiology
  6. Multivariate Methods for Meta-Analysis of Genetic Association Studies
    Niki L. Dimou, Katerina G. Pantavou, Georgia G. Braliou, Pantelis G. Bagos · 2018 · Methods in molecular biology
  7. Fall-prevention programs for the elderly: a Bayesian secondary meta-analysis.
    Joseph E Lucke · 2004 · PubMed
  8. Bayesian meta-analysis for rare outcomes
    Ohud A. Alqasem, Haydar Demirhan, Anıl Dolgun · 2025 · Journal of Biopharmaceutical Statistics
  9. Something Out of Nothing? The Influence of Double-Zero Studies in Meta-analysis of Adverse Events in Clinical Trials
    Zhaohu Fan, Dungang Liu, Yuejie Chen, Nanhua Zhang · 2024 · Statistics in Biosciences
  10. Short versus long cephalomedullary nails for intertrochanteric femur fractures: A meta-analysis of randomized controlled trials
    Shengquan Zhang, Qiaofeng Guo, Kai Huang, Haiqun Zhu · 2025 · PLoS ONE
  11. Moral foreign language effect and its moderating variables: A systematic review and meta-analysis
    Lin Zhu, Jinru Liu, Jing Li, Conghui Liu · 2021 · Advances in Psychological Science
  12. Likelihood-Based Random-Effect Meta-Analysis of Binary Events
    Anup K. Amatya, Dulal Kumar Bhaumik, Sharon‐Lise T. Normand, Joel B. Greenhouse, Eloise E. Kaizar, Brian Neelon, Robert David Gibbons · 2014 · Journal of Biopharmaceutical Statistics
  13. Joint synthesis of conditionally related multiple outcomes makes better use of data than separate meta‐analyses
    Sumayya Anwer, Anthony E. Ades, Sofia Dias · 2019 · Research Synthesis Methods
  14. Bayesian Network Decision-Support for Severe Lower Limb Trauma
    Zane Perkins · 2016 · Queen Mary Research Online (Queen Mary University of London)
  15. Which Analgesic Should We Use to Relieve Pain After Knee or Hip Arthroplasty? A Systematic Review and Network Meta-analysis of RCTs
    Hongyi He, Cheng Li, Zeqin Wen, Weiya Zhang, Michael Doherty, Yuqing Zhang, Junqing Xie, Yilun Wang, Dongxing Xie, Jie Wei et al. · 2025 · Clinical Orthopaedics and Related Research
  16. Adaptive and repeated cumulative meta‐analyses of safety data during a new drug development process
    Hui Quan, Yingqiu Ma, Yan Zheng, Meehyung Cho, Christelle Lorenzato, Carole Hecquet · 2015 · Pharmaceutical Statistics
  17. Sex differences and adverse events of antiretrovirals in people living with HIV/AIDS: a systematic review and meta-analysis protocol
    Jardel Corrêa de Oliveira, Maíra Ramos Alves, Luís Phillipe Nagem Lopes, Rodrigo Suguimoto Iwami, Fabiane Raquel Motter, Cristiane de Cássia Bergamaschi, Marcus Tolentino Silva, Alexander Itria, Diogo Luis Scalco, Donavan de Souza Lúcio et al. · 2022 · BMJ Open
  18. ZIBGLMM: Zero-inflated bivariate generalized linear mixed model for meta-analysis with double-zero-event studies
    Lu Li, Lifeng Lin, Joseph C. Cappelleri, Haitao Chu, Yong Chen · 2025 · Research Synthesis Methods
  19. Good Statistical Practices for Contemporary Meta-Analysis: Examples Based on a Systematic Review on COVID-19 in Pregnancy
    Yuxi Zhao, Lifeng Lin · 2021 · BioMedInformatics
  20. Mathematical bounds on r 2 and the effect size in case-control genome-wide association studies
    Sanjana M. Paye, Michael D. Edge · 2024 · Theoretical Population Biology
  21. Effect of therapeutic interventions combined with lung-protective ventilation on long-term mortality of patients with acute respiratory distress syndrome: a network meta-analysis
    Hiroko Aoyama, Kanji Uchida, Kazuyoshi Aoyama, Alan Yang, Petros Pechlivanoglou, Marina F Englesakis, Yoshitsugu Yamada, Eddy Fan · 2026 · Canadian Journal of Anesthesia/Journal canadien d anesthésie
  22. Efficacy and safety of antithrombotic therapy for preventing and treating pediatric thromboembolic disease: a systematic review
    Hongjin Gao, Mingyu Chen, Youqi Huang, Yuze Lin, Yuze Lin, Min Chen · 2024 · Scientific Reports
  23. Effectiveness and safety of different types of ablation modalities in patients with atrial fibrillation: a bayesian network meta-analysis from randomized controlled trials
    Fan Maitri Aldian, Visuddho Visuddho, Bendix Samarta Witarto, Andro Pramana Witarto, Jason Oktavian Hartanto, Yan Efrata Sembiring, Jeswant Dillon · 2025 · Journal of Cardiothoracic Surgery
  24. Lung protective ventilation in patients undergoing major surgery: a systematic review protocol
    Zhongheng Zhang, Xiaoyun Hu, Xia Zhang, Xiuqi Zhu, Li Zhu, Liqian Chen, Jiaping Huai, Bin Du · 2014 · BMJ Open
  25. A BIBLIOGRAPHY ON VARIANCE COMPONENTS AN INTRODUCTION AND AN UPDATE: 1984-2002
    Hardeo Sahai, Anwer Khurshid · 2005
  26. An adjusted random-effects model for binary-data meta-analysis
    Rose Baker · 2017 · Statistics & Probability Letters
  27. Large Sample Results for Likelihood-Based Methods
    D. Boos, L. Stefanski · 2013 · Springer texts in statistics
  28. Assessment of vague and noninformative priors for Bayesian estimation of the realized random effects in random-effects meta-analysis
    Olha Bodnar, Clemens Elster · 2016 · AStA Advances in Statistical Analysis
  29. New generation versus conventional antipsychotics
    Stefan Leucht, Kristian Wahlbeck, Rolf R. Engel, Johannes Hamann, Werner Kissling · 2003 · The Lancet
  30. Perioperative Outcomes in Robotic, Laparoscopic, and Open Distal Pancreatectomy: A Network Meta-Analysis and Meta-Regression
    Nasser Abdul Halim, Eran Sadot, Ionuţ Negoi · 2025 · Cancers
  31. Permutation and Rank Tests
    D. Boos, L. Stefanski · 2013 · Springer texts in statistics
  32. Combining Previously Published Studies with Current Data in Bayesian Logistic Regression Model: An Example for Identifying Susceptibility Genes Related to Lung Cancer in Humans
    Xiaojin Yu, Pengcheng Xun, Zhibin Hu, Pei Liu, Hongbing Shen, Feng Chen · 2009 · Journal of Toxicology and Environmental Health
  33. Large Sample Theory: The Basics
    D. Boos, L. Stefanski · 2013 · Springer texts in statistics
  34. Monte Carlo Simulation Studies
    D. Boos, L. Stefanski · 2013 · Springer texts in statistics
  35. Association between CD247 gene rs2056626 polymorphism and the risk of systemic sclerosis: Evidence from a systematic review and Bayesian hierarchical meta-analysis
    Negar Vanaki, Hoda Kavosi, Saeed Aslani, Shayan Mostafaei, Parisa Riahi, Farhad Gharibdoost, Mahdi Mahmoudi · 2019 · Meta Gene
  36. Bayesian Inference
    Denni D Boos, Leonard A. Stefanski · 2012 · Springer texts in statistics
  37. A Bayesian (meta‐)regression model for treatment effects on the risk difference scale
    Doranne Thomassen, Ewout Willem Steyerberg, Saskia le Cessie · 2023 · Statistics in Medicine
  38. A Multi-Center Competing Risks Model and Its Absolute Risk Calculation Approach
    Jintao Wang, Zhongshang Yuan, Yi Liu, Fuzhong Xue · 2019 · International Journal of Environmental Research and Public Health
  39. Hypothesis Tests under Misspecification and Relaxed Assumptions
    D. Boos, L. Stefanski · 2013 · Springer texts in statistics
  40. Meta-analysis in cancer epidemiology
    Sara Gandini · 2004 · University of Birmingham Institutional Research Archive (University of Birmingham)
  41. Roles of Modeling in Statistical Inference
    D. Boos, L. Stefanski · 2013 · Springer texts in statistics
  42. Bridging Knowledge Gaps in the Management of Acute Coronary Syndromes
    Huynh Thi, Le Thanh Thao · 2013
  43. Meta‐Analysis in Clinical Risk Assessment
    Judith D. Goldberg, Heather N. Watson, Herman P. Friedman · 2008 · Encyclopedia of Quantitative Risk Analysis and Assessment
  44. Optimising service organisation for stroke patients
    Lindsay Govan · 2009 · Enlighten: Theses (The University of Glasgow)
  45. Multi‐Parameter Evidence Synthesis
    Nicky J. Welton, Alex J. Sutton, Nicola J. Cooper, Keith R. Abrams, Anthony E. Ades · 2012
  46. Meta-analysis should be interpreted with caution
    Feng Shao, Chen Wang, Lu-jun Qiu, Qiang Huang, Yuan-guo Hu · 2011 · Gastrointestinal Endoscopy
  47. Statistical Applications in Genetics and Molecular Biology
    Pantelis G. Bagos · 2008
  48. Hierarchical Random-Effect Meta-Analysis of Binary Events Investigating the Relation between Treatment Effect and Underlying Risk
    Jingjing Yan · 2014 · OhioLink ETD Center (Ohio Library and Information Network)
  49. Likelihood-Based Tests and Confidence Regions
    D. Boos, L. Stefanski · 2013 · Springer texts in statistics
  50. Modeling Driving Risk Using Naturalistic Driving Study Data
    Youjia Fang · 2014 · VTechWorks (Virginia Tech)
  51. Bridging Knowledge Gaps in the Management of Acute Coronary Syndromes
    Faculté de Médecine · 2013
  52. Insurance Mortality Rates, Performance Indicators, and Possibly Monotonic Population Proportions
    John S. J. Hsu, Thomas Leonard · 2017 · International Journal of Statistics and Probability
  53. Making More Valid Estimates of Treatment Effect using Observational Data in Uncommon Disease. The Warfarin in Scleroderma-associated Pulmonary Arterial Hypertension Model.
    Sindhu R. Johnson · 2012 · TSpace (University of Toronto)
  54. Performance Comparison of Heterogeneity Measures for Count Data Models in Bayesian Perspective
    M. Subbiah, R. Renuka Devi, Michele Gallo, Madapuji Rajagopalan Srinivasan · 2019 · Springer proceedings in mathematics & statistics
  55. Power Analysis, p Values, and Bayesian Techniques: How Bayesian Techniques Can Be Used in HRD Literature
    Rose M. Baker, Malar Hirudayaraj · 2019 · Advances in Developing Human Resources
  56. Meta‐Analysis in Clinical Risk Assessment
    Judith D. Goldberg, Heather N. Watson, Herman P. Friedman · 2014 · Wiley StatsRef: Statistics Reference Online
  57. Characteristics and predictors of suicidality in young people with clinical depression: a systematic review protocol
    Carl I. Moller, Christopher G. Davey, Paul Benjamin Badcock, Sue Cotton · 2020 · JBI Evidence Synthesis
  58. Making the most of a few small population clinical trials
    Konstantinos Pateras · 2020
  59. A Multiple Treatments Meta-Analysis of a Response to the First-Line Treatment of the Chronic Lymphocytic Leukemia
    Maria Molik, Piotr Ładyżyński, Piotr Foltyński, Jan Maria Wojcicki · 2014 · World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany
  60. References
    Sofia Dias, Anthony E. Ades, Nicky J. Welton, Jeroen Paul Jansen, Alex J. Sutton · 2018 · Wiley eBooks
  61. References
    2010 · Chapman & Hall/CRC eBooks
  62. References
    Richard D Riley, Jayne F. Tierney, Lesley A. Stewart · 2021 · Wiley eBooks
  63. Jackknife
    Denni D Boos, Leonard A. Stefanski · 2012 · Springer texts in statistics
  64. Bootstrap
    Denni D Boos, Leonard A. Stefanski · 2012 · Springer texts in statistics
  65. Quimioterapia em dose densa no tratamento adjuvante do câncer de mama localizado
    Igor Lemos Duarte · 2015
  66. Análogo da platina associado à camptotecina ou ao etoposídio em quimioterapia de primeira linha para câncer de pulmão pequenas células, doença extensa
    João Paulo da Silveira Nogueira Lima · 2012
  67. Radioterapia para linfoma não-Hodgkin agressivo e localizado
    Lucas Vieira dos Santos · 2013
  68. Network Meta-analysis
    Georgia Salanti, Deborah M Caldwell, Anna Chaimani, Julian P. T. Higgins · 2017 · Health services research
  69. Network Meta-analysis
    Georgia Salanti, Deborah M Caldwell, Anna Chaimani, Julian P. T. Higgins · 2019 · Health services research
  70. Correction: Antiplatelets versus Anticoagulants for the Treatment of Cervical Artery Dissection: Bayesian Meta-Analysis
    Hakan Sarıkaya, Bruno R. da Costa, Ralf Werner Baumgartner, Kathleen Duclos, Emmanuel Touzé, J.M. de Bray, Antti J. Metso, Tiina M. Metso, Marcel Arnold, Antonio Araúz et al. · 2014 · PLoS ONE
  71. Nefrolitotripsia percutânea com ou sem nefrostomia
    Cláudio Ferreira Borges · 2010
  72. The performance of odds ratio estimation under different scenarios in Bayesian meta-analysis: A simulation study
    Esin Avcı · 2025 · Journal of Biopharmaceutical Statistics
  73. Relative Clinical Efficacy and Safety of Second- or Later-Line Treatments for Advanced and Metastatic Gastric Cancer: A Rapid Review and Network Meta-Analysis
    Shikha Sharma, David J. McConnell, Niamh Carey, Jacintha N O'Sullivan, Patrick Kearns, Maeve Lowery, Laura McCullagh, S Sharma, D McConnell, N Carey et al. · 2026 · Journal of Gastrointestinal Cancer
  74. Income transfers and vaccination: impact on COVID-19 mortality and hospitalizations in Brazil. A longitudinal ecological study
    Mônica Silva Monteiro de Castro, Anelise Andrade de Souza, Guilherme Lopes de Oliveira, Gabriela Drummond Marques da Silva, Letícia Lemos Jardim, Wanessa Debôrtoli de Miranda, Rômulo Paes-Sousa · 2026 · Gaceta Sanitaria
  75. Efficacy of Interleukin‐12/23 and Interleukin‐23 Inhibitors for Moderately to Severely Active Crohn's Disease in Advanced Treatment Failure Populations: Systematic Review and Network Meta‐Analysis
    Christopher Ma, Marla Cindy Dubinsky, GIL Y. MELMED, Namita Joshi, Jenny M. Griffith, Fernando Aponte, Brooke Kim, Eric B. Collins, Kristen Westerhoff, Remo Panaccione · 2026 · JCC Plus
  76. Testing the Overall Effect Using the Savage–Dickey Bayes Factor in Binary Random-Effects Meta-Analyses
    Ahmed Hamimes, Hani Amir Aouissi · 2026 · Stats
  77. Several shortcomings in the meta-analysis on vitamin C and COVID-19 by Xu et al (2024)
    Harri Hemilä · 2025