Normalization and missing value imputation for label-free LC-MS analysis

Shotgun proteomic data are affected by a variety of known and unknown systematic biases as well as high proportions of missing values. Typically, normalization is performed in an attempt to remove systematic biases from the data before statistical inference, sometimes followed by missing value imput...

Descripción completa

Detalles Bibliográficos
Autores principales: Karpievitch, Yuliya V, Dabney, Alan R, Smith, Richard D
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2012
Materias:
Review
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3489534/
https://www.ncbi.nlm.nih.gov/pubmed/23176322
http://dx.doi.org/10.1186/1471-2105-13-S16-S5

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3489534/
https://www.ncbi.nlm.nih.gov/pubmed/23176322
http://dx.doi.org/10.1186/1471-2105-13-S16-S5

Ejemplares similares