How vague is vague?: a simulation study of the impact of the use of vague prior distributions in MCMC using WinBUGS

Lambert, Paul C., Sutton, Alex J., Burton, Paul R., Abrams, Keith R., Jones, David R.·2005·Statistics in Medicine

Cited by (513)

Items 201–300 of 513

  1. How to use prior knowledge and still give new data a chance?
    Kristina Weber, Rob Hemmings, Armin Koch · 2018 · Pharmaceutical Statistics
  2. An evaluation of the comparative effectiveness of geriatrician-led comprehensive geriatric assessment for improving patient and healthcare system outcomes for older adults: a protocol for a systematic review and network meta-analysis
    Charlene Soobiah, Caitlin Daly, Erik Blondal, Joycelyne Efua Ewusie, Joanne M.-W. Ho, Meghan Jessica Elliott, Rossini Ying Kwan Yue, Jayna Marie Holroyd-Leduc, Barbara Liu, Sharon Marr et al. · 2017 · Systematic Reviews
  3. Addressing the estimation of standard errors in fixed effects meta‐analysis
    Clara P. Dominguez Islas, Kenneth M. Rice · 2018 · Statistics in Medicine
  4. Esophagectomy in patients with liver cirrhosis: a systematic review and Bayesian meta-analysis
    Emanuele Asti, Marco Sozzi, Gianluca Bonitta, Daniele Tiziano Bernardi, Luigi Bonavina · 2018 · Journal of Visceral Surgery
  5. Bayesian Hierarchical Models Combining Different Study Types and Adjusting for Covariate Imbalances: A Simulation Study to Assess Model Performance
    C. Elizabeth McCarron, Eleanor Pullenayegum, Lehana Thabane, Ron A. Goeree, Jean-Eric Tarride · 2011 · PLoS ONE
  6. Efficacy of vitamin D supplementation in depression in adults: a systematic review protocol
    Guowei Li, Lawrence C. E. Mbuagbaw, Zainab Samaan, Shiyuan Zhang, Jonathan Derrick Adachi, Αλεξάνδρα Παπαϊωάννου, Lehana Thabane · 2013 · Systematic Reviews
  7. Incorporating single‐arm evidence into a network meta‐analysis using aggregate level matching: Assessing the impact
    Joy Leahy, Howard H. Z. Thom, Jeroen Paul Jansen, Emma Gray, Aisling C. O’Leary, Arthur White, Cathal Walsh · 2019 · Statistics in Medicine
  8. An alternative approach to frequentist meta‐analysis: A demonstration of Bayesian meta‐analysis in adolescent development research
    Christopher Glen Thompson, Brandie Semma · 2020 · Journal of Adolescence
  9. Prophylactic cyclo-oxygenase inhibitor drugs for the prevention of morbidity and mortality in preterm infants: a network meta-analysis
    Souvik Mitra, Courtney E Gardner, Abigale D. MacLellan, Timothy C. Disher, Danielle M Styranko, Marsha L Campbell-Yeo, Stefan Kuhle, Bradley C. Johnston, Jon S. Dorling · 2022 · Cochrane Database of Systematic Reviews
  10. An application of Bayesian inference to examine student retention and attrition in the STEM classroom
    Roberto Bertolini, Stephen J. Finch, Ross H. Nehm · 2023 · Frontiers in Education
  11. Examining heterogeneity in residual variance to detect differential response to treatments.
    Jin-Ok Kim, MICHAEL H. SELTZER · 2011 · Psychological Methods
  12. The effectiveness and safety of treatments used for acute diarrhea and acute gastroenteritis in children: protocol for a systematic review and network meta-analysis
    Iván D. Flórez, Reem Abdullah Al Khalifah, Javier M. Sierra, Claudia Granados, Juan José Yepes-Núñez, Carlos A. Cuello‐García, Giordano Pérez‐Gaxiola, Adriana M. Zea, Gilma Hernández, Areti Angeliki Veroniki et al. · 2016 · Systematic Reviews
  13. Relative efficacy and safety of apremilast, secukinumab, and ustekinumab for the treatment of psoriatic arthritis
    Gwan Gyu Song, Young Ho Lee · 2017 · Zeitschrift für Rheumatologie
  14. Joint prior distributions for variance parameters in Bayesian analysis of normal hierarchical models
    Haydar Demirhan, Zeynep Kalaylıoğlu · 2015 · Journal of Multivariate Analysis
  15. The Impact of Prior Information on Bayesian Latent Basis Growth Model Estimation
    Dingjing Shi, Xin Tong · 2017 · SAGE Open
  16. Improving Satellite Estimates of the Fraction of Absorbed Photosynthetically Active Radiation Through Data Integration: Methodology and Validation
    Xin Tao, Shunlin Liang, Dongdong Wang, Tao He, Chengquan Huang · 2017 · IEEE Transactions on Geoscience and Remote Sensing
  17. A Bayesian approach to assessing small‐study effects in meta‐analysis of a binary outcome with controlled false positive rate
    Linyu Shi, Haitao Chu, Lifeng Lin · 2020 · Research Synthesis Methods
  18. Temperature-dependent bioaccumulation of copper in an estuarine oyster
    Russell Richards, Milani Y. Chaloupka · 2009 · The Science of The Total Environment
  19. Comment on article by Browne and Draper
    Paul C. Lambert · 2006 · Bayesian Analysis
  20. Objective Bayesian meta‐analysis for sparse discrete data
    Elı́as Moreno, Francisco José Vázquez Polo, Miguel Ángel Negrín · 2014 · Statistics in Medicine
  21. Bayesian network meta-analysis for unordered categorical outcomes with incomplete data
    Christopher H. Schmid, Thomas A Trikalinos, Ingram Olkin · 2013 · Research Synthesis Methods
  22. Efficacy of telaprevir and boceprevir in treatment-naïve and treatment-experienced genotype 1 chronic hepatitis C patients: an indirect comparison using Bayesian network meta-analysis
    Sandrine Cure, Joris Diels, Sandra Gavart, F. Bianic, Elaina Jones · 2012 · Current Medical Research and Opinion
  23. Effects of β-carotene intake on the risk of fracture: a Bayesian meta-analysis
    Tesfaye Getachew Charkos, Yawen Liu, Kemal Sherefa Oumer, Ann M. Vuong, Shuman Yang · 2020 · BMC Musculoskeletal Disorders
  24. Comparative effectiveness of antiviral treatment for hepatitis B
    Lindsay Govan, Olívia Wu, Yiqiao Xin, Sharon J. Hutchinson, Neil Hawkins · 2015 · European Journal of Gastroenterology & Hepatology
  25. Benchmarking building energy consumption for space heating using an empirical Bayesian approach with urban-scale energy model
    Wei Na, Shuaihui Liu · 2024 · Energy and Buildings
  26. Comparative Outcomes of First-Line Chemotherapy for Metastatic Pancreatic Cancer Among the Regimens Used in Japan
    Yuki Takumoto, Yuriko Sasahara, Hiroto Narimatsu, Manabu Akazawa · 2022 · JAMA Network Open
  27. ACCOUNTING FOR BETWEEN‐STUDY VARIATION IN INCREMENTAL NET BENEFIT IN VALUE OF INFORMATION METHODOLOGY
    Andrew R. Willan, Simon D Eckermann · 2011 · Health Economics
  28. Model selection for Bayesian linear mixed models with longitudinal data: Sensitivity to the choice of priors
    Oludare Ariyo, Emmanuel Lesaffre, Geert N. Verbeke, Adrian Quintero · 2019 · Communications in Statistics - Simulation and Computation
  29. Comparing models for perfluorooctanoic acid pharmacokinetics using Bayesian analysis
    John F. Wambaugh, Hugh A. Barton, R. Woodrow Setzer · 2008 · Journal of Pharmacokinetics and Pharmacodynamics
  30. Hierarchical Longitudinal Models of Relationships in Social Networks
    Sudeshna Paul, A. James O’Malley · 2013 · Journal of the Royal Statistical Society Series C (Applied Statistics)
  31. A simulation study to assess statistical methods for binary repeated measures data
    Elmabrok Masaoud, Henrik Stryhn · 2009 · Preventive Veterinary Medicine
  32. Meta-analysis of randomized phase II trials to inform subsequent phase III decisions
    Danielle L. Burke, Lucinda Jane Billingham, Alan J. Girling, Richard D Riley · 2014 · Trials
  33. A Bayesian approach to analyze energy balance data from lactating dairy cows
    Anja Varmløse Strathe, Jan Dijkstra, J. France, Secundino López, Tianhai Yan, Ermias Kebreab · 2011 · Journal of Dairy Science
  34. Prior distributions for variance parameters in a sparse‐event meta‐analysis of a few small trials
    Konstantinos Pateras, Stavros Nikolakopoulos, Kit C. B. Roes · 2020 · Pharmaceutical Statistics
  35. Automated model calibration with parallel MCMC: Applications for a cardiovascular system model
    Finbar John Argus, Debbie Zhao, Thiranja P. Babarenda Gamage, Martyn Peter Nash, Gonzalo D. Maso Talou · 2022 · Frontiers in Physiology
  36. Meta-Analysis of Observational Studies with Unmeasured Confounders
    Lawrence C. McCandless · 2012 · The International Journal of Biostatistics
  37. Meta‐analysis of rare events under the assumption of a homogeneous treatment effect
    Romain Piaget‐Rossel, Patrick Taffé · 2019 · Biometrical Journal
  38. Meta‐analysis combining parallel and cross‐over trials with random effects
    François Curtin · 2017 · Research Synthesis Methods
  39. A metric for evaluating conformance robustness during geologic CO2 sequestration operations
    Dylan Robert Harp, Curtis M. Oldenburg, Rajesh J. Pawar · 2019 · International journal of greenhouse gas control
  40. Going beyond mean effect size: Presenting prediction intervals for on-farm network trial analyses
    Anabelle Laurent, Fernando E. Miguez, Peter Kyveryga, David Makowski · 2020 · European Journal of Agronomy
  41. Endogenous Economic Growth: The Arrow-Romer Theory and a Test on Vietnamese Economy
    Nguyễn Ngọc Thạch · 2020 · WSEAS TRANSACTIONS ON BUSINESS AND ECONOMICS
  42. Evaluation of Bayesian models for focused clustering in health data
    Bo Ma, Andrew B Lawson, Yuan Liu · 2007 · Environmetrics
  43. Prediction of occupational accident statistics and work time loss distributions using Bayesian analysis
    Effie Marcoulaki, Ioannis A. Papazoglou, Myrto Konstandinidou · 2011 · Journal of Loss Prevention in the Process Industries
  44. A flexible parametric approach to examining spatial variation in relative survival
    Susanna M. Cramb, Kerrie Lee Mengersen, Paul C. Lambert, LOUISE M. RYAN, Peter David Baade · 2016 · Statistics in Medicine
  45. Trauma resuscitation with Low-Titer Group O Whole Blood Or Products: study protocol for a randomized clinical trial (the TROOP trial)
    Jan Olaf Jansen, Claudia Pedroza, Luis Leon Novelo, Tianyao Hao, Gina R DeWildt, Charles F Coton, Kiran Mansoor, Shannon W. Stephens, Marisa B. Marques, James R. Stubbs et al. · 2025 · Trials
  46. Bayesian analysis of autoregressive panel data model: application in genetic evaluation of beef cattle
    Fabyano Fonseca e Silva, Thelma Sáfadi, Joel Augusto Muniz, Guilherme J. M. Rosa, Luiz Henrique de Aquino, Gérson Barreto Mourão, Carlos Henrique Osório Silva · 2011 · Scientia Agricola
  47. Space-time stick-breaking processes for small area disease cluster estimation
    Md Monir Hossain, Andrew B Lawson, Bo Cai, Jungsoon Choi, Jihong Liu, Russell S. Kirby · 2012 · Environmental and Ecological Statistics
  48. Comparison of Meta-Analytic Results of Indirect, Direct, and Combined Comparisons of Drugs for Chronic Insomnia in Adults: A Case Study
    Ben Vandermeer, Nina Buscemi, Yuanyuan Liang, Manisha Witmans · 2007 · Medical Care
  49. The choice of prior distribution for a covariance matrix in multivariate meta‐analysis: a simulation study
    Sandra M. Hurtado Rúa, Madhu Mazumdar, Robert L. Strawderman · 2015 · Statistics in Medicine
  50. Bayesian Hierarchical Modeling and the Integration of Heterogeneous Information on the Effectiveness of Cardiovascular Therapies
    Heemun Kwok, Roger J. Lewis · 2011 · Circulation Cardiovascular Quality and Outcomes
  51. Improving costing methods in multicentre economic evaluation: the use of multiple imputation for unit costs
    Richard Grieve, John Cairns, Simon G. Thompson · 2009 · Health Economics
  52. Interspecies extrapolation in environmental exposure standard setting: A Bayesian synthesis approach
    David R.H. Jones, Jaime Peters, Lesley Rushton, Alex J. Sutton, Keith R. Abrams · 2009 · Regulatory Toxicology and Pharmacology
  53. The implementation of rare events logistic regression to predict the distribution of mesophotic hard corals across the main Hawaiian Islands
    Lindsay M. Veazey, Erik C. Franklin, Christopher Kelley, John Rooney, L. Neil Frazer, Robert John Toonen · 2016 · PeerJ
  54. A meta-regression analysis of 41 Australian problem gambling prevalence estimates and their relationship to total spending on electronic gaming machines
    Francis Markham, Martin Young, Bruce J. Doran, Mark Sugden · 2017 · BMC Public Health
  55. A robust Bayesian mixed effects approach for zero inflated and highly skewed longitudinal count data emanating from the zero inflated discrete Weibull distribution
    Divan Aristo Burger, Robert Schall, Johannes Theodorus Ferreira, Ding‐Geng Chen · 2020 · Statistics in Medicine
  56. How vague is vague? How informative is informative? Reference analysis for Bayesian meta‐analysis
    Manuela Ott, Martyn Plummer, Małgorzata Roos · 2021 · Statistics in Medicine
  57. Continuous(ly) missing outcome data in network meta-analysis: A one-stage pattern-mixture model approach
    Loukia Maria Spineli, Chrysostomos Kalyvas, Katerina Papadimitropoulou · 2021 · Statistical Methods in Medical Research
  58. Practical parameter identifiability and handling of censored data with Bayesian inference in mathematical tumour models
    Jamie Porthiyas, Daniel Nussey, Catherine A. A. Beauchemin, Donald C. Warren, Christian Quirouette, Kathleen P. Wilkie · 2024 · npj Systems Biology and Applications
  59. Evaluating the analytical performance of direct-to-consumer gut microbiome testing services
    Stephanie L. Servetas, Kristine Gierz, Diane Hoffmann, Jacques Ravel, Scott A. Jackson · 2026 · Communications Biology
  60. Perspectives on Pooled Data Analysis: the Case for an Integrated Approach
    Demissie Alemayehu · 2021 · Journal of Data Science
  61. Effect of Tapentadol Extended Release on Productivity
    Maria Soledad Cepeda, Alex J. Sutton, Rachel B. Weinstein, Myoung Kim · 2011 · Clinical Journal of Pain
  62. Label‐invariant models for the analysis of meta‐epidemiological data
    Kirsty M. Rhodes, David Mawdsley, Rebecca Turner, Hayley E. Jones, Jelena Savović, Julian P. T. Higgins · 2017 · Statistics in Medicine
  63. Frequentist performances of Bayesian prediction intervals for random‐effects meta‐analysis
    Yuta Hamaguchi, Hisashi Noma, Kengo Nagashima, Tomohide Yamada, Toshi A. Furukawa · 2020 · Biometrical Journal
  64. Bayesian Cohort and Cross-Sectional Analyses of the PINCER Trial: A Pharmacist-Led Intervention to Reduce Medication Errors in Primary Care
    Karla Hemming, Peter J Chilton, Richard James Lilford, Anthony John Avery, Aziz Sheikh · 2012 · PLoS ONE
  65. Effect of pomegranate juice on vascular adhesion factors: A systematic review and meta-analysis
    Sedigheh Asgary, Raheleh Karimi, Tanuj Joshi, Kaitlyn L. Kilpatrick, Sajjad Moradi, Zeinab Samimi, Elham Mohammadi, Mohammad Hosein Farzaei, Anupam Bishayee · 2020 · Phytomedicine
  66. An Early Stage Researcher's Primer on Systems Medicine Terminology
    Massimiliano Zanin, Nadim A.A. Aitya, José Basílio, Jan Baumbach, Arriel Benis, Chandan Kumar Behera, Magda Bucholc, Filippo Castiglione, Ioanna Chouvarda, Blandine Comte et al. · 2021 · Network and Systems Medicine
  67. A multivariate model for the meta‐analysis of study level survival data at multiple times
    Dan Jackson, Katie E. Rollins, Patrick A. Coughlin · 2014 · Research Synthesis Methods
  68. Model selection in Bayesian framework to identify the best WorldView-2 based vegetation index in predicting green biomass of salt marshes in the northern Gulf of Mexico
    Wei Wu, Matthew B. Bethel, Deepak R. Mishra, Tyler Hardy · 2018 · GIScience & Remote Sensing
  69. Different effects of metformin and insulin on primary and secondary chemoprevention of colorectal adenoma in diabetes type 2: Traditional and Bayesian meta-analysis
    Marjan Mansourian, Raheleh Karimi, Golnaz Vaseghi · 2018 · EXCLI journal
  70. Pharmacologic interventions for painful diabetic neuropathy: an umbrella systematic review and comparative effectiveness network meta-analysis (Protocol)
    Marcio L. Griebeler, Απόστολος Τσάπας, Juan Pablo Brito, Zhen Wang, Olivia J Phung, Víctor M. Montori, Mohammad Hassan Murad · 2012 · Systematic Reviews
  71. Incorporating engineering intuition for parameter estimation in thermal sciences
    Chakravarthy Balaji, B. Konda Reddy, Heinz Herwig · 2013 · Heat and Mass Transfer
  72. Does Prior Specification Matter in Hotspot Identification and Before–After Road Safety Studies?
    Shahram Heydari, Luis Miranda-Moreno, Luis Esteban Amador · 2013 · Transportation Research Record Journal of the Transportation Research Board
  73. A Bayesian approach to sequential meta‐analysis
    Graeme T. Spence, David Steinsaltz, Thomas R. Fanshawe · 2016 · Statistics in Medicine
  74. Correction: Publication Bias in Recent Meta-Analyses
    Michal Kiciński · 2013 · PLoS ONE
  75. Rare events meta‐analysis using the Bayesian beta‐binomial model
    Katrin Jansen, Heinz Holling · 2023 · Research Synthesis Methods
  76. A hybrid Bayesian hierarchical model combining cohort and case–control studies for meta-analysis of diagnostic tests: Accounting for partial verification bias
    Xiaoye Ma, Yong Chen, Stephen R. Cole, Haitao Chu · 2014 · Statistical Methods in Medical Research
  77. A random effects meta-analysis model with Box-Cox transformation
    Yusuke Yamaguchi, Kazushi Maruo, Christopher Partlett, Richard D Riley · 2017 · BMC Medical Research Methodology
  78. A model for meta-analysis of correlated binary outcomes: The case of split-body interventions
    Orestis Efthimiou, Dimitris Mavridis, Adriani Nikolakopoulou, Gerta Rücker, Sven Trelle, Matthias Egger, Georgia Salanti · 2017 · Statistical Methods in Medical Research
  79. Contrast-Based and Arm-Based Models for Network Meta-Analysis
    Amalia Karahalios, Joanne E. McKenzie, Ian R. White · 2021 · Methods in molecular biology
  80. Inferring the COVID-19 infection fatality rate in the community-dwelling population: a simple Bayesian evidence synthesis of seroprevalence study data and imprecise mortality data
    Harlan Campbell, Paul Gustafson · 2021 · Epidemiology and Infection
  81. Drugs commonly associated with weight change: umbrella systematic review and meta-analysis (Protocol)
    Juan Pablo Domecq, Gabriela J. Prutsky, Zhen Wang, Tarig A. Elraiyah, Juan Pablo Brito, Karen F. Mauck, Mohammed H. Lababidi, Aaron L. Leppin, Salman S. Fidahussein, Larry J. Prokop et al. · 2012 · Systematic Reviews
  82. Meta‐regression with partial information on summary trial or patient characteristics
    Karla Hemming, Jane L. Hutton, Maureen G. Maguire, Anthony Guy Marson · 2010 · Statistics in Medicine
  83. Residual Normality Assumption and the Estimation of Multiple Membership Random Effects Models
    Jieru Chen, Audrey J. Leroux · 2018 · Multivariate Behavioral Research
  84. Bayesian hierarchical linear mixed models for additive smoothing splines
    Dongchu Sun, Paul L. Speckman · 2007 · Annals of the Institute of Statistical Mathematics
  85. Performance of model‐based network meta‐analysis (MBNMA) of time‐course relationships: A simulation study
    Hugo Pedder, Martin Boucher, Sofia Dias, Margherita Bennetts, Nicky J. Welton · 2020 · Research Synthesis Methods
  86. The added value of Bayesian inference for estimating biotransformation rates of organic contaminants in aquatic invertebrates
    Aude Ratier, Christelle Lopes, Olivier Geffard, Marc Babut · 2021 · Aquatic Toxicology
  87. The Choice of a Noninformative Prior on Between-Study Variance Strongly Affects Predictions of Future Treatment Effect
    Olga Gajic‐Veljanoski, Angela M. Cheung, Ahmed M. Bayoumi, GEORGE A. TOMLINSON · 2012 · Medical Decision Making
  88. Simulation and data‐generation for random‐effects network meta‐analysis of binary outcome
    Svenja Seide, Katrin Jensen, Meinhard Kieser · 2019 · Statistics in Medicine
  89. A unified method for improved inference in random effects meta-analysis
    Shonosuke Sugasawa, Hisashi Noma · 2019 · Biostatistics
  90. Evidence synthesis for count distributions based on heterogeneous and incomplete aggregated data
    Christian Röver, Stefan Andreas, Tim Friede · 2015 · Biometrical Journal
  91. Meta‐Analysis of Rare Events
    Dungang Liu · 2019 · Wiley StatsRef: Statistics Reference Online
  92. Bayesian multivariate network meta‐analysis model for the difference in restricted mean survival times
    Xiaoyu Tang, Ludovic Trinquart · 2021 · Statistics in Medicine
  93. Bayesian approaches to fixed effects meta‐analysis
    Clara P. Dominguez Islas, Kenneth M. Rice · 2022 · Research Synthesis Methods
  94. Relative efficacy and safety of simeprevir and telaprevir in treatment‐naïve hepatitis C‐infected patients in a Japanese population: A Bayesian network meta‐analysis
    Joan Mary Quigley, Peter A. Bryden, David Alexander Scott, Hiroyo Kuwabara, Karin H. Cerri · 2015 · Hepatology Research
  95. Estimation of P(Y X) for the L´evy distribution
    Hosein Najarzadegan, Saman Babaii, Sadegh Rezaei, Saralees Nadarajah · 2015 · Hacettepe Journal of Mathematics and Statistics
  96. Bayesian Approach to Utilize Historical Control Data in Clinical Trials
    Kentaro Takeda, Mari S. Oba, Tomoyuki Kakizume, Kentaro Sakamaki, Masataka Taguri, Satoshi Morita · 2015 · Japanese Journal of Biometrics
  97. Delivery room interventions to prevent bronchopulmonary dysplasia in preterm infants: a protocol for a systematic review and network meta-analysis
    Souvik Mitra, Timothy C. Disher, Gerhard Pichler, Brandon D’Souza, Helen McCord, Varsha Chayapathi, Karlee Jones, Georg Marcus Schmölzer · 2019 · BMJ Open
  98. Bayesian adjustment for preferential testing in estimating the COVID-19 infection fatality rate: Theory and methods
    Harlan Campbell, Valpine Pd, Lauren Maxwell, Valentijn M. T. de Jong, Thomas P. A. Debray, Thomas Jänisch, Paul Gustafson · 2020 · arXiv (Cornell University)
  99. The value of a datum – how little data do we need for a quantitative risk analysis?
    Brian Leung, Russell John Steele · 2013 · Diversity and Distributions
  100. A Bayesian sensitivity study of risk difference in the meta-analysis of binary outcomes from sparse data
    Francisco José Vázquez Polo, Elı́as Moreno, Miguel Ángel Negrín, María del Carmen Martel Escobar · 2015 · Expert Review of Pharmacoeconomics & Outcomes Research