Combining information.

Wiley Interdisciplinary Reviews. Computational Statistics
Walter W Piegorsch, A John Bailer

Abstract

The combination of information from diverse sources is a common task encountered in computational statistics. A popular label for analyses involving the combination of results from independent studies is meta-analysis. The goal of the methodology is to bring together results of different studies, re-analyze the disparate results within the context of their common endpoints, synthesize where possible into a single summary endpoint, increase the sensitivity of the analysis to detect the presence of adverse effects, and provide a quantitative analysis of the phenomenon of interest based on the combined data. This entry discusses some basic methods in meta-analytic calculations, and includes commentary on how to combine or average results from multiple models applied to the same set of data.

References

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Citations

Sep 15, 2015·Statistics in Biopharmaceutical Research·Kevin S S Henning, Peter H Westfall

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