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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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Detalhes bibliográficos
Publicado no:J Am Stat Assoc
Main Authors: Guan, Leying, Chen, Xi, Wong, Wing Hung
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
Assuntos:
Acesso em linha: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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