A historical review of publication bias
A Marks‐Anglin, Y Chen - Research synthesis methods, 2020 - Wiley Online Library
Publication bias is a well‐known threat to the validity of meta‐analyses and, more broadly,
the reproducibility of scientific findings. When policies and recommendations are predicated …
the reproducibility of scientific findings. When policies and recommendations are predicated …
On weakly informative prior distributions for the heterogeneity parameter in Bayesian random‐effects meta‐analysis
The normal‐normal hierarchical model (NNHM) constitutes a simple and widely used
framework for meta‐analysis. In the common case of only few studies contributing to the …
framework for meta‐analysis. In the common case of only few studies contributing to the …
A review and comparison of arm‐based versus contrast‐based network meta‐analysis for binary outcomes—Understanding their differences and limitations
Network meta‐analysis (NMA) is a statistical procedure to simultaneously compare multiple
interventions. Despite the added complexity of performing an NMA compared with the …
interventions. Despite the added complexity of performing an NMA compared with the …
Theory and practice of Bayesian and frequentist frameworks for network meta-analysis
Network meta-analysis (NMA) is an increasingly popular statistical method of synthesising
evidence to assess the comparative benefits and harms of multiple treatments in a single …
evidence to assess the comparative benefits and harms of multiple treatments in a single …
[HTML][HTML] Predictive P-score for treatment ranking in Bayesian network meta-analysis
Background Network meta-analysis (NMA) is a widely used tool to compare multiple
treatments by synthesizing different sources of evidence. Measures such as the surface …
treatments by synthesizing different sources of evidence. Measures such as the surface …
[HTML][HTML] Application of network meta-analysis in the field of physical activity and health promotion
Continued advancement in the field of physical activity and health promotion relies heavily
on the synthesis of rigorous scientific evidence. As such, systematic reviews and meta …
on the synthesis of rigorous scientific evidence. As such, systematic reviews and meta …
[HTML][HTML] Bridging randomized controlled trials and single-arm trials using commensurate priors in arm-based network meta-analysis
Network meta-analysis (NMA) is a powerful tool to compare multiple treatments directly and
indirectly by combining and contrasting multiple independent clinical trials. Because many …
indirectly by combining and contrasting multiple independent clinical trials. Because many …
[HTML][HTML] Tipping point analysis for the between-arm correlation in an arm-based evidence synthesis
Systematic reviews and meta-analyses are essential tools in contemporary evidence-based
medicine, synthesizing evidence from various sources to better inform clinical decision …
medicine, synthesizing evidence from various sources to better inform clinical decision …
Bayesian meta‐analysis using SAS PROC BGLIMM
Meta‐analysis is commonly used to compare two treatments. Network meta‐analysis (NMA)
is a powerful extension for comparing and contrasting multiple treatments simultaneously in …
is a powerful extension for comparing and contrasting multiple treatments simultaneously in …
Bayesian hierarchical models incorporating study‐level covariates for multivariate meta‐analysis of diagnostic tests without a gold standard with application to COVID …
When evaluating a diagnostic test, it is common that a gold standard may not be available.
One example is the diagnosis of SARS‐CoV‐2 infection using saliva sampling or …
One example is the diagnosis of SARS‐CoV‐2 infection using saliva sampling or …