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Performance of random forest when SNPs are in linkage disequilibrium
BACKGROUND: Single nucleotide polymorphisms (SNPs) may be correlated due to linkage disequilibrium (LD). Association studies look for both direct and indirect associations with disease loci. In a Random Forest (RF) analysis, correlation between a true risk SNP and SNPs in LD may lead to diminished v...
Autores principales: | Meng, Yan A, Yu, Yi, Cupples, L Adrienne, Farrer, Lindsay A, Lunetta, Kathryn L |
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Formato: | Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2009
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2666661/ https://www.ncbi.nlm.nih.gov/pubmed/19265542 http://dx.doi.org/10.1186/1471-2105-10-78 |
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