The Synthesis of Regression Slopes in Meta-Analysis

Details The Synthesis of Regression Slopes in Meta-Analysis The Synthesis of Regression Slopes in Meta-Analysis

2008-01-29

arxiv.org/abs/0801.4442v1

Statistical Science 2007, Vol. 22, No. 3, 414-429

Statistics

Methodology

Published in at http://dx.doi.org/10.1214/07-STS243 the Statistical Science (http://www.imstat.org/sts/) by the Institute of M

Scientific paper

10.1214/07-STS243

Research on methods of meta-analysis (the synthesis of related study results) has dealt with many simple study indices, but less attention has been paid to the issue of summarizing regression slopes. In part this is because of the many complications that arise when real sets of regression models are accumulated. We outline the complexities involved in synthesizing slopes, describe existing methods of analysis and present a multivariate generalized least squares approach to the synthesis of regression slopes.

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