3 papers
stat.ME2026
Assessing the Impact of Model Assumptions in Network Meta-Regression: A Simulation Study
Nana-adjoa Kwarteng, Guido Schwarzer, Adriani Nikolakopoulou +1
Network meta-regression (NMR) extends network meta-analysis (NMA) by synthesizing evidence on multiple treatments while adjusting for potential effect modifiers. By accounting for…
stat.ME2025
Producing treatment hierarchies in network meta-analysis using probabilistic models and treatment-choice criteria
Theodoros Evrenoglou, Adriani Nikolakopoulou, Guido Schwarzer +2
A key output of network meta-analysis (NMA) is the relative ranking of treatments; nevertheless, it has attracted substantial criticism. Existing ranking methods often lack clear i…
stat.ME2025
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…