activity
20202025
most citedInconsistency identification in network meta-analysis via stochastic search variable selection

7 citations · 10 across the 4 of their papers we have counts for

collaborators

5 papers

stat.ME2025★ 3 cited

Precision of Treatment Hierarchy: A Metric for Quantifying Certainty in Treatment Hierarchies from Network Meta-Analysis

Augustine Wigle, Audrey Béliveau, Georgia Salanti +4

Network meta-analysis (NMA) is an extension of pairwise meta-analysis which facilitates the estimation of relative effects for multiple competing treatments. A hierarchy of treatme…

stat.ME2022★ 7 cited

Inconsistency identification in network meta-analysis via stochastic search variable selection

Georgios Seitidis, Stavros Nikolakopoulos, Ioannis Ntzoufras +1

The reliability of the results of network meta-analysis (NMA) lies in the plausibility of key assumption of transitivity. This assumption implies that the effect modifiers' distrib…

stat.ME2021

Network meta-analysis of rare events using penalized likelihood regression

Theodoros Evrenoglou, Ian White, Sivem Afach +2

Network meta-analysis (NMA) of rare events has attracted little attention in the literature. Until recently, networks of interventions with rare events were analyzed using the inve…

stat.ME2021

Bayesian model-based outlier detection in network meta-analysis

Silvia Metelli, Dimitris Mavridis, Perrine Créquit +1

In a network meta-analysis, some of the collected studies may deviate markedly from the others, for example having very unusual effect sizes. These deviating studies can be regarde…

stat.ME2020

Introducing the treatment hierarchy question in network meta-analysis

Georgia Salanti, Adriani Nikolakopoulou, Orestis Efthimou +3

Background: Comparative effectiveness research using network meta-analysis can present a hierarchy of competing treatments, from the least to most preferable option. However, the r…