Multivariate meta-analysis: a method to summarize non-linear associations.

A Gasparrini ORCID logo; B Armstrong ORCID logo; (2011) Multivariate meta-analysis: a method to summarize non-linear associations. Statistics in medicine, 30 (20). pp. 2504-2506. ISSN 0277-6715 DOI: 10.1002/sim.4226
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Multivariate meta-analysis represents a promising statistical tool in several research areas. Here, we provide a brief overview of the application of this methodology to combining complex multi-parameterized relationships, such as non-linear or delayed associations, in multi-site studies. The discussion focuses on the advantages over simpler univariate methods, estimation and computational issues and directions for further research.



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