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Testing and Estimation in Marker-Set Association Study Using Semiparametric Quantile Regression Kernel Machine

We consider quantile regression for partially linear models where an outcome of interest is related to covariates and a marker set (e.g., gene or pathway). The covariate effects are modeled parametrically and the marker set effect of multiple loci is modeled using kernel machine. We propose an effic...

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Detalhes bibliográficos
Publicado no:Biometrics
Main Authors: Kong, Dehan, Maity, Arnab, Hsu, Fang-Chi, Tzeng, Jung-Ying
Formato: Artigo
Idioma:Inglês
Publicado em: 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4870165/
https://ncbi.nlm.nih.gov/pubmed/26575303
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/biom.12438
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