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Maximum likelihood estimation based on Newton–Raphson iteration for the bivariate random effects model in test accuracy meta-analysis

A bivariate generalised linear mixed model is often used for meta-analysis of test accuracy studies. The model is complex and requires five parameters to be estimated. As there is no closed form for the likelihood function for the model, maximum likelihood estimates for the parameters have to be obt...

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Bibliografiske detaljer
Udgivet i:Stat Methods Med Res
Main Authors: Willis, Brian H, Baragilly, Mohammed, Coomar, Dyuti
Format: Artigo
Sprog:Inglês
Udgivet: SAGE Publications 2019
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7221455/
https://ncbi.nlm.nih.gov/pubmed/31184270
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1177/0962280219853602
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