Bayesian Evidence Synthesis

Bayesian Evidence Synthesis is a statistical framework that integrates heterogeneous sources of empirical evidence within a unified Bayesian model to update prior beliefs about parameters or hypotheses through formal likelihood specification and posterior inference.

Publications

8.5K

Citations

288

Authors

156

Institutions

Publications per year

2017–2026

Parents

Bayesian Biostatistics

Children

Bayesian Hierarchical Evidence SynthesisBivariate Meta-analysisDynamic Evidence SynthesisEvidence Synthesis ModelsHierarchical Meta-analysisHierarchical Shrinkage PriorsMeta-analytic Decision MakingMissing Data In Meta-analysisMultiple-treatment ComparisonNetwork Consistency Assessment

Publications

Checking consistency in mixed treatment comparison meta‐analysis

Sofia Dias, Nicky J. Welton, Deborah M Caldwell et al. · Statistics in Medicine · 2010 · 2.5K citations

Public Health, Biostatistics, Causal Inference +16

Evidence Synthesis for Decision Making 2

Sofia Dias, Alex J. Sutton, A. E. Ades et al. · Medical Decision Making · 2012 · 1.2K citations · Full text

Public Health, Biostatistics, Clinical Epidemiology +16

Bayesian methods in health technology assessment: a review.

Spiegelhalter, Myles, Jones et al. · Health Technology Assessment · 2000 · 349 citations · Full text

Computing, Biostatistics, Decision Sciences +17

Bayesian methods in meta-analysis and evidence synthesis

Alex J. Sutton, Keith R. Abrams · Statistical Methods in Medical Research · 2001 · 216 citations

Public Health, Biostatistics, Epidemiology +12

Estimation of Markov Chain Transition Probabilities and Rates from Fully and Partially Observed Data: Uncertainty Propagation, Evidence Synthesis, and Model Calibration

Nicky J. Welton, A. E. Ades · Medical Decision Making · 2005 · 176 citations

Computing, Biostatistics, Bayesian Data Analysis +16

1–5 of 96

Authors

288

AE
A. E. Ades
University of Bristol, United Kingdom
14 publications · 4.6K citations
12
h-index
DD
Daniela De Angelis
MRC Biostatistics Unit, United Kingdom
10 publications · 391 citations
10
h-index
AM
Anne M. Presanis
MRC Biostatistics Unit, United Kingdom
7 publications · 221 citations
7
h-index
NJ
Nicky J. Welton
University of Bristol, United Kingdom
7 publications · 4.1K citations
7
h-index
AJ
Alex J. Sutton
University of Leicester, United Kingdom
6 publications · 1.8K citations
6
h-index

1–5 of 288

Institutions

156

1–8 of 156

Venues

Statistics in Medicine
7 publications · 3K citations
7
h-index
Medical Decision Making
MDM · 5 publications · 1.5K citations
5
h-index
Journal of Biopharmaceutical Statistics
JBS · 4 publications · 106 citations
4
h-index
Journal of the Royal Statistical Society Series A (Statistics in Society)
4 publications · 288 citations
4
h-index
Journal of the American Statistical Association
3 publications · 129 citations
3
h-index

1–5