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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Detalles Bibliográficos
Autores principales: Lee, Sophia S. F., Sun, Lei, Kustra, Rafal, Bull, Shelley B.
Formato: Texto
Lenguaje:English
Publicado: Oxford University Press 2008
Materias:
Original Papers
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2638262/
https://www.ncbi.nlm.nih.gov/pubmed/18499695
http://dx.doi.org/10.1093/bioinformatics/btn239

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2638262/
https://www.ncbi.nlm.nih.gov/pubmed/18499695
http://dx.doi.org/10.1093/bioinformatics/btn239

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