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Article

Advanced significance analysis of microarray data based on weighted resampling: a comparative study and application to gene deletions in Mycobacterium bovis.

Bioinformatics (Oxford, England) - 12 Feb 2004

Kutalik Zoltan, Inwald Jacqueline, Gordon Steve V, Hewinson R Glyn, Butcher Philip, Hinds Jason, Cho Kwang-Hyun, Wolkenhauer Olaf

Abstract excerpt

MOTIVATION: When analyzing microarray data, non-biological variation introduces uncertainty in the analysis and interpretation. In this paper we focus on the validation of significant differences in gene expression levels, or normalized channel intensity levels with respect to different experimen...

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Identifiers

PMID: 14960462
DOI: 10.1093/bioinformatics/btg417
PMCID: PMC3128991

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PubMed metadata and Literature Corpus relationships. Corpus snapshot updated 2 Sept 2026. Prepared record publication-14960462-2026-09-02.2. Manifest publication-graph-cohort-2026-09-02.2.

Source receipt: PubMed via Helena Literature Corpus, retrieved 2 Sept 2026.

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