ERIC Number: EJ1108998
Record Type: Journal
Publication Date: 2013-Jun
Pages: 10
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-1759-2879
EISSN: N/A
Combining Study Outcome Measures Using Dominance Adjusted Weights
Makambi, Kepher H.; Lu, Wenxin
Research Synthesis Methods, v4 n2 p188-197 Jun 2013
Weighting of studies in meta-analysis is usually implemented by using the estimated inverse variances of treatment effect estimates. However, there is a possibility of one study dominating other studies in the estimation process by taking on a weight that is above some upper limit. We implement an estimator of the heterogeneity variance that takes advantage of dominance adjusted weights. The performance of this estimator is compared with that of the commonly used estimator in meta-analysis, the DerSimonian--Laird estimator. Two test procedures for the overall treatment effect are proposed that are based on the quadratic form associated with the proposed heterogeneity variance estimator. An example is given to illustrate the application of these procedures.
Descriptors: Meta Analysis, Research Methodology, Statistical Analysis, Measurement, Heterogeneous Grouping, Evaluation Methods
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Publication Type: Journal Articles; Reports - Evaluative
Education Level: N/A
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Grant or Contract Numbers: N/A