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Methods that remove batch effects while retaining group differences may lead to exaggerated confidence in downstream analyses
Removal of, or adjustment for, batch effects or center differences is generally required when such effects are present in data. In particular, when preparing microarray gene expression data from multiple cohorts, array platforms, or batches for later analyses, batch effects can have confounding effe...
Guardat en:
| Publicat a: | Biostatistics |
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| Autors principals: | , , |
| Format: | Artigo |
| Idioma: | Inglês |
| Publicat: |
Oxford University Press
2016
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| Matèries: | |
| Accés en línia: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4679072/ https://ncbi.nlm.nih.gov/pubmed/26272994 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biostatistics/kxv027 |
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