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Detecting strong signals in gene perturbation experiments: An adaptive approach with power guarantee and FDR control

The perturbation of a transcription factor should affect the expression levels of its direct targets. However, not all genes showing changes in expression are direct targets. To increase the chance of detecting direct targets, we propose a modified two-group model where the null group corresponds to...

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Podrobná bibliografie
Vydáno v:J Am Stat Assoc
Hlavní autoři: Guan, Leying, Chen, Xi, Wong, Wing Hung
Médium: Artigo
Jazyk:Inglês
Vydáno: 2019
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7731979/
https://ncbi.nlm.nih.gov/pubmed/33311819
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2019.1635484
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