Identification of genes and haplotypes that predict rheumatoid arthritis using random forests

Random forest (RF) analysis of genetic data does not require specification of the mode of inheritance, and provides measures of variable importance that incorporate interaction effects. In this paper we describe RF-based approaches for assessment of gene and haplotype importance, and apply these app...

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Bibliografiske detaljer
Main Authors: Tang, Rui, Sinnwell, Jason P, Li, Jia, Rider, David N, de Andrade, Mariza, Biernacka, Joanna M
Format: Artigo
Sprog:Inglês
Udgivet: BioMed Central 2009
Fag:
Proceedings
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC2795969/
https://ncbi.nlm.nih.gov/pubmed/20018062
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