Case-by-case meta-analysis from a bayesian perspective
Author
Source
Scientific Journal for Commerce and Finance
Issue
Vol. 41, Issue 3 (30 Sep. 2021), pp.115-131, 17 p.
Publisher
Tanta University Faculty of Commerce
Publication Date
2021-09-30
Country of Publication
Egypt
No. of Pages
17
Main Subjects
Topics
Abstract EN
Due to the advancement of science and the tendency to use the smallest of humans in needless clinical trials in many situations, the role of meta-analysis to summarize published study with the same objective, using statistics is becoming more and more fundamental.
The integration of the knowledge available makes it easier to understand and allows strong conclusions.
For example, increasing the number of clinical trials encourages a rising need to conduct meta-analyses, making complexity possible.
The purpose of the research was therefore to suggest a Bayesian meta-analytical methodology.
Bayesian method was proposed to carry out a case-by-case meta-analysis.
The procedure was based on the mixture of the posterior distributions of the parameter in question from each study that is a percentage of the meta-analysis, thus producing a combined posterior distribution as a meta-analytical measure.
In addition, a brief comparison is made between the proposed method and some methods used in meta-analysis.
Some examples are presented and discussed.
American Psychological Association (APA)
al-Tayyib, Lubna Id. 2021. Case-by-case meta-analysis from a bayesian perspective. Scientific Journal for Commerce and Finance،Vol. 41, no. 3, pp.115-131.
https://search.emarefa.net/detail/BIM-1304881
Modern Language Association (MLA)
al-Tayyib, Lubna Id. Case-by-case meta-analysis from a bayesian perspective. Scientific Journal for Commerce and Finance Vol. 41, no. 3 (2021), pp.115-131.
https://search.emarefa.net/detail/BIM-1304881
American Medical Association (AMA)
al-Tayyib, Lubna Id. Case-by-case meta-analysis from a bayesian perspective. Scientific Journal for Commerce and Finance. 2021. Vol. 41, no. 3, pp.115-131.
https://search.emarefa.net/detail/BIM-1304881
Data Type
Journal Articles
Language
English
Notes
-
Record ID
BIM-1304881