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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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Detalles Bibliográficos
Autores principales: Tang, Rui, Sinnwell, Jason P, Li, Jia, Rider, David N, de Andrade, Mariza, Biernacka, Joanna M
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2795969/
https://www.ncbi.nlm.nih.gov/pubmed/20018062