Approaches to working in high-dimensional data spaces: gene expression microarrays
Author:
Publisher
Springer Science and Business Media LLC
Subject
Cancer Research,Oncology
Link
http://www.nature.com/articles/6604207.pdf
Reference30 articles.
1. Aliferis CF, Statnikov A, Tsamardinos I (2006) Challenges in the analysis of mass-throughput data: a technical commentary from the statistical machine learning perspective. Cancer Inform 2: 133–162
2. Allison DB, Cui X, Page GP, Sabripour M (2006) Microarray data analysis: from disarray to consolidation and consensus. Nat Rev Genet 7: 55–65
3. Clarke R, Ressom HW, Wang A, Xuan J, Liu MC, Gehan EA, Wang Y (2008) The properties of high dimensional data spaces: implications for exploring gene and protein expression data. Nat Rev Cancer 8: 37–49
4. Duda RO, Hart PE, Stork DG (2001) Pattern Classification, 2nd edn, New York: Wiley
5. Dupuy A, Simon RM (2007) Critical review of published microarray studies for cancer outcome and guidelines on statistical analysis and reporting. J Nat Cancer Inst 99: 147–157
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