ArticleJournal of the Royal Statistical Society. Series C, Applied statistics2013
Fully Bayesian hierarchical modelling in two stages, with application to meta-analysis.
Article in Journal of the Royal Statistical Society. Series C, Applied statistics, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers, 7 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
29 citing papers in PubMed, 7 syntheses or guidelines pooled it.
- Performance assessment of Bayesian meta-analytic predictive model on kdr mutation in insecticide-resistant malarial vectors in sub-Saharan Africa.Malaria journal · 2025Pooled it
- Spatial Distribution and Birth Prevalence of Congenital Heart Disease in Iran: A Systematic Review and Hierarchical Bayesian Meta-analysis.International journal of health policy and management · 2024Pooled it
- The prevalence and risk factors of screen-based disordered eating among university students: a global systematic review, meta-analysis, and meta-regression.Eating and weight disorders : EWD · 2022Pooled it
- Sleep disturbances during the COVID-19 pandemic: A systematic review, meta-analysis, and meta-regression.Sleep medicine reviews · 2022Pooled it
- Bayesian hypothesis testing and estimation under the marginalized random-effects meta-analysis model.Psychonomic bulletin & review · 2022Pooled it
- Particulate Matter and Premature Mortality: A Bayesian Meta-Analysis.International journal of environmental research and public health · 2021Pooled it
- Pneumococcal Disease and the Effectiveness of the PPV23 Vaccine in Adults: A Two-Stage Bayesian Meta-Analysis of Observational and RCT Reports.Scientific reports · 2018Pooled it
- Effects of Menstrual Cycle on Insulin Sensitivity in Type 1 Diabetes: An Observational Study of Individuals Using an Automated Insulin Delivery System.Diabetes care · 2026Observational
- Nonlethal, Epigenetic Age Estimation in a Freshwater Sportfish, Florida Bass (Ecology and evolution · 2025Article
- Noninvasive, epigenetic age estimation in an elasmobranch, the cownose ray (Rhinoptera bonasus).Scientific reports · 2024Article
- Screening for Asymptomatic Osteonecrosis of the Hip in Systemic Lupus Erythematous: A Systematic Review and Meta-Analysis of MRI-Based Prevalence.Diagnostics (Basel, Switzerland) · 2024Review
- Demographic responses of nearly extirpated endangered mountain caribou to recovery actions in Central British Columbia.Ecological applications : a publication of the Ecological Society of America · 2022Article
- Interoperability of statistical models in pandemic preparedness: principles and reality.Statistical science : a review journal of the Institute of Mathematical Statistics · 2022Article
- A continued learning approach for model-informed precision dosing: Updating models in clinical practice.CPT: pharmacometrics & systems pharmacology · 2022Article
- Individual heterogeneity influences the effects of translocation on urban dispersal of an invasive reptile.Movement ecology · 2022Article
- A numerically stable algorithm for integrating Bayesian models using Markov melding.Statistics and computing · 2022Article
- Conceptual and methodological advances in habitat-selection modeling: guidelines for ecology and evolution.Ecological applications : a publication of the Ecological Society of America · 2022Review
- Combining chains of Bayesian models with Markov melding.Bayesian analysis · 2022Article
- Mechanistic movement models identify continuously updated autumn migration cues in Arctic caribou.Movement ecology · 2021Article
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
Meta-analysis is often undertaken in two stages, with each study analysed separately in stage 1 and estimates combined across studies in stage 2. The study-specific estimates are assumed to arise from normal distributions with known variances equal to their corresponding estimates. In contrast, a one-stage analysis estimates all parameters simultaneously. A
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.