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A method combining a random forest-based technique with the modeling of linkage disequilibrium through latent variables, to run multilocus genome-wide association studies

BACKGROUND: Genome-wide association studies (GWASs) have been widely used to discover the genetic basis of complex phenotypes. However, standard single-SNP GWASs suffer from lack of power. In particular, they do not directly account for linkage disequilibrium, that is the dependences between SNPs (S...

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Xehetasun bibliografikoak
Argitaratua izan da:BMC Bioinformatics
Egile nagusia: Sinoquet, Christine
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: BioMed Central 2018
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC5870262/
https://ncbi.nlm.nih.gov/pubmed/29587628
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-018-2054-0
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