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A Primer on Network Meta-Analysis for Dental Research
Joint Authors
Tu, Yu-Kang
Faggion, Clovis Mariano
Source
Issue
Vol. 2012, Issue 2012 (31 Dec. 2012), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2012-06-21
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
In the last decade, a new statistical methodology, namely, network meta-analysis, has been developed to address limitations in traditional pairwise meta-analysis.
Network meta-analysis incorporates all available evidence into a general statistical framework for comparisons of all available treatments.
A further development in the network meta-analysis is to use a Bayesian statistical approach, which provides a more flexible modelling framework to take into account heterogeneity in the evidence and complexity in the data structure.
The aim of this paper is therefore to provide a nontechnical introduction to network meta-analysis for dental research community and raise the awareness of it.
An example was used to demonstrate how to conduct a network meta-analysis and the differences between it and traditional meta-analysis.
The statistical theory behind network meta-analysis is nevertheless complex, so we strongly encourage close collaboration between dental researchers and experienced statisticians when planning and conducting a network meta-analysis.
The use of more sophisticated statistical approaches such as network meta-analysis will improve the efficiency in comparing the effectiveness between multiple treatments across a set of trials.
American Psychological Association (APA)
Tu, Yu-Kang& Faggion, Clovis Mariano. 2012. A Primer on Network Meta-Analysis for Dental Research. ISRN Dentistry،Vol. 2012, no. 2012, pp.1-10.
https://search.emarefa.net/detail/BIM-459653
Modern Language Association (MLA)
Tu, Yu-Kang& Faggion, Clovis Mariano. A Primer on Network Meta-Analysis for Dental Research. ISRN Dentistry No. 2012 (2012), pp.1-10.
https://search.emarefa.net/detail/BIM-459653
American Medical Association (AMA)
Tu, Yu-Kang& Faggion, Clovis Mariano. A Primer on Network Meta-Analysis for Dental Research. ISRN Dentistry. 2012. Vol. 2012, no. 2012, pp.1-10.
https://search.emarefa.net/detail/BIM-459653
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-459653