Elastic Correlation Adjusted Regression (ECAR) scores for high dimensional variable importance measuring

Investigation of the genetic basis of traits or clinical outcomes heavily relies on identifying relevant variables in molecular data. However, characteristics such as high dimensionality and complex correlation structures of these data hinder the development of related methods, resulting in the incl...

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Detalles Bibliográficos
Autores principales: Zhou, Yuan, Fa, Botao, Wei, Ting, Sun, Jianle, Yu, Zhangsheng, Zhang, Yue
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8640025/
https://www.ncbi.nlm.nih.gov/pubmed/34857823
http://dx.doi.org/10.1038/s41598-021-02706-0

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8640025/
https://www.ncbi.nlm.nih.gov/pubmed/34857823
http://dx.doi.org/10.1038/s41598-021-02706-0

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