Comparison of normalization methods for Illumina BeadChip HumanHT-12 v3

Normalization of microarrays is a standard practice to account for and minimize effects which are not due to the controlled factors in an experiment. There is an overwhelming number of different methods that can be applied, none of which is ideally suited for all experimental designs. Thus, it is im...

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Hauptverfasser: Schmid, Ramona (VerfasserIn) , Baum, Patrick (VerfasserIn) , Ittrich, Carina (VerfasserIn) , Fundel-Clemens, Katrin (VerfasserIn) , Huber, Wolfgang (VerfasserIn) , Brors, Benedikt (VerfasserIn) , Eils, Roland (VerfasserIn) , Weith, Andreas (VerfasserIn) , Mennerich, Detlev (VerfasserIn) , Quast, Karsten (VerfasserIn)
Dokumenttyp: Article (Journal)
Sprache:Englisch
Veröffentlicht: 2 June 2010
In: BMC genomics
Year: 2010, Jahrgang: 11, Pages: 1-17
ISSN:1471-2164
DOI:10.1186/1471-2164-11-349
Online-Zugang:Resolving-System, kostenfrei, Volltext: https://doi.org/10.1186/1471-2164-11-349
Verlag, kostenfrei, Volltext: https://bmcgenomics.biomedcentral.com/articles/10.1186/1471-2164-11-349
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Verfasserangaben:Ramona Schmid, Patrick Baum, Carina Ittrich, Katrin Fundel-Clemens, Wolfgang Huber, Benedikt Brors, Roland Eils, Andreas Weith, Detlev Mennerich and Karsten Quast
Beschreibung
Zusammenfassung:Normalization of microarrays is a standard practice to account for and minimize effects which are not due to the controlled factors in an experiment. There is an overwhelming number of different methods that can be applied, none of which is ideally suited for all experimental designs. Thus, it is important to identify a normalization method appropriate for the experimental setup under consideration that is neither too negligent nor too stringent. Major aim is to derive optimal results from the underlying experiment. Comparisons of different normalization methods have already been conducted, none of which, to our knowledge, comparing more than a handful of methods.
Beschreibung:Gesehen am 13.06.2023
Beschreibung:Online Resource
ISSN:1471-2164
DOI:10.1186/1471-2164-11-349