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Accounting for multiple imputation-induced variability for differential analysis in mass spectrometry-based label-free quantitative proteomics

Imputing missing values is common practice in label-free quantitative proteomics. Imputation aims at replacing a missing value with a user-defined one. However, the imputation itself may not be optimally considered downstream of the imputation process, as imputed datasets are often considered as if...

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Detalles Bibliográficos
Autores principales: Chion, Marie, Carapito, Christine, Bertrand, Frédéric
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9462777/
https://www.ncbi.nlm.nih.gov/pubmed/36037245
http://dx.doi.org/10.1371/journal.pcbi.1010420