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2021
There are often multiple potential interventions to treat a disease; therefore, we need a method for simultaneously comparing and ranking all of these available interventions. In contrast to pairwise meta-analysis, which allows for the comparison of one intervention to another based on head-to-head data from randomized trials, network meta-analysis ...
Watt J., Del Giovane C.
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There are often multiple potential interventions to treat a disease; therefore, we need a method for simultaneously comparing and ranking all of these available interventions. In contrast to pairwise meta-analysis, which allows for the comparison of one intervention to another based on head-to-head data from randomized trials, network meta-analysis ...
Watt J., Del Giovane C.
+7 more sources
This chapter details network meta-analysis (NMA), a statistical method for indirectly comparing treatments using data from multiple randomised controlled trials (RCTs). It explains the underlying principles, including the consistency assumption and its implications, and demonstrates how to perform NMA using both Bayesian and frequentist approaches in R,
Robert Grant, Gian Luca Di Tanna
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Robert Grant, Gian Luca Di Tanna
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Automating network meta‐analysis
Research Synthesis Methods, 2012Mixed treatment comparison (MTC) (also called network meta‐analysis) is an extension of traditional meta‐analysis to allow the simultaneous pooling of data from clinical trials comparing more than two treatment options. Typically, MTCs are performed using general‐purpose Markov chain Monte Carlo software such as WinBUGS, requiring a model and data to ...
van Valkenhoef, Gert +5 more
openaire +4 more sources