Construct · 1 fields · 1 citations

empirical Bayes batch adjustment: a standalone construct

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Bioinformatics

removal of systematic differences between processing batches by shrinking per-batch estimates toward a common value.

In bioinformatics, empirical Bayes batch adjustment refers to removal of systematic differences between processing batches by shrinking per-batch estimates toward a common value. This meaning comes from Johnson (2006) in Biostatistics.[1]

Unit
Recovery means
Measured by

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Nearby constructs

batch1 fields · 2 citationsanchor · a standalone construct empirical Bayes1 fields · 1 citationsanchor · a standalone construct value6 fields · 12 citationsjingle · one name, six constructs

References

Johnson, W. E., Li, C., & Rabinovic, A. (2006). Adjusting batch effects in microarray expression data using empirical Bayes methods. Biostatistics, 8(1), 118-127. https://doi.org/10.1093/biostatistics/kxj037

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