Also, some effect sizes might be significant in one study but not the other; meta-analysis can discard these inconsistent effect sizes which may be caused by the uniqueness of samples in that study.
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A non-parametric meta-analysis approach for combining independent microarray datasets: application using two microarray datasets pertaining to chronic allograft nephropathy.
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