Two-stage approach for identifying single-nucleotide polymorphisms associated with rheumatoid arthritis using random forests and Bayesian networks

We used the simulated data set from Genetic Analysis Workshop 15 Problem 3 to assess a two-stage approach for identifying single-nucleotide polymorphisms (SNPs) associated with rheumatoid arthritis (RA). In the first stage, we used random forests (RF) to screen large amounts of genetic data using th...

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Detalles Bibliográficos
Autores principales: Meng, Yan, Yang, Qiong, Cuenco, Karen T, Cupples, L Adrienne, DeStefano, Anita L, Lunetta, Kathryn L
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2007
Materias:
Proceedings
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2367609/
https://www.ncbi.nlm.nih.gov/pubmed/18466556

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2367609/
https://www.ncbi.nlm.nih.gov/pubmed/18466556

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