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EM-random forest and new measures of variable importance for multi-locus quantitative trait linkage analysis
Motivation: We developed an EM-random forest (EMRF) for Haseman–Elston quantitative trait linkage analysis that accounts for marker ambiguity and weighs each sib-pair according to the posterior identical by descent (IBD) distribution. The usual random forest (RF) variable importance (VI) index used...
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| Main Authors: | , , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Oxford University Press
2008
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC2638262/ https://ncbi.nlm.nih.gov/pubmed/18499695 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btn239 |
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